45 Days
BEGINNER ENGINEERING (MECHANICAL & CIVIL) INTERNSHIP
Basic Site Surveying & Spatial Planning
Basic Site Surveying & Spatial Planning is a Beginner internship track focused on Foundational skills, syntax, basic tools, and core industry workflows.
2 Months
Beginner
Choose portfolio projects from your selected level
Beginner internship certificate and mentor-guided learning
Real-world assignments in Traverse Mathematics & Error Closure (COGO)
Enrollment Form
Secure your seat
Connect With Our Team
Fill your details and our team will contact you shortly.
Outcomes
What this program helps you build by the end
Outcome-focused highlights designed to make the value of the program easy to understand at a glance.
3 Portfolio Projects Required
Project requirement for this tier
Engineering (Mechanical & Civil)
Career domain
Curriculum
Build practical skills through structured module work
Every module is sequenced to help learners move from guided basics to stronger, portfolio-worthy execution.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Closed Traverse Angular Misclosure in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Closed Traverse Angular Misclosure into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Processing a CSV of internal angles to calculate the error, and distributing it equally among the vertices
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Closed Traverse Angular Misclosure against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Bowditch (Compass) Rule Adjustment in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Bowditch (Compass) Rule Adjustment into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the corrected Latitudes and Departures to mathematically force a traverse loop to close at 0,0
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Bowditch (Compass) Rule Adjustment against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Bearing to Azimuth Converter in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Bearing to Azimuth Converter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A script/spreadsheet that converts surveyor Quadrant Bearings (e.g., N 45° E) into 360-degree Azimuths
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Bearing to Azimuth Converter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Coordinate Geometry (COGO) Intersection in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Coordinate Geometry (COGO) Intersection into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Using trigonometry to find the exact X,Y coordinate where two property lines intersect
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Coordinate Geometry (COGO) Intersection against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Area by Coordinates (Shoelace Formula) in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Area by Coordinates (Shoelace Formula) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the exact square meterage of an irregular land parcel using only its vertex coordinates
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Area by Coordinates (Shoelace Formula) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Open Traverse Positional Error in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Open Traverse Positional Error into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the final coordinates of a pipeline route based on a starting point, distances, and angles
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Open Traverse Positional Error against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Inverse COGO Calculation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Inverse COGO Calculation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Given two GPS coordinates, writing the logic to output the exact linear distance and bearing between them
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Inverse COGO Calculation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Differential Leveling Field Book in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Differential Leveling Field Book into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the "Height of Instrument" and final elevations from a raw CSV of Back-Sight and Fore-Sight rod readings
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Differential Leveling Field Book against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Profile Leveling Grade Checker in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Profile Leveling Grade Checker into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Processing a CSV of sewer pipe elevations and flagging any segment that falls below a strict 1% drainage slope
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Profile Leveling Grade Checker against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Grid Leveling Contour Interpolation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Grid Leveling Contour Interpolation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Mathematical logic to find the exact X/Y coordinate where a 10m contour line crosses between a 9.2m and 11.5m survey point
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Grid Leveling Contour Interpolation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Laser Level Error Calibration (Two-Peg Test) in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Laser Level Error Calibration (Two-Peg Test) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the precise collimation error of a surveying instrument using a standardized two-peg dataset
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Laser Level Error Calibration (Two-Peg Test) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for GPS to Orthometric Height Conversion in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break GPS to Orthometric Height Conversion into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Applying a Geoid undulation offset to a CSV of GPS elevations to match local sea-level benchmarks
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test GPS to Orthometric Height Conversion against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Topographic Outlier Detection in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Topographic Outlier Detection into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script to scan a 1,000-point LIDAR CSV and flag any points that unrealistically jump more than 2 meters from their neighbors
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Topographic Outlier Detection against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Vertical Curve Station Elevation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Vertical Curve Station Elevation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the exact road elevation at 10m increments for a parabolic highway crest curve
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Vertical Curve Station Elevation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Legal Property Boundary GeoJSON in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Legal Property Boundary GeoJSON into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Creating a syntactically valid GeoJSON polygon file using 4 specific Latitude/Longitude coordinates
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Legal Property Boundary GeoJSON against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Right-of-Way (ROW) Buffer Generation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Right-of-Way (ROW) Buffer Generation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Given a centerline coordinate list, calculating a strict 15m legal buffer zone polygon
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Right-of-Way (ROW) Buffer Generation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for KML Placemark Formatting in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break KML Placemark Formatting into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Converting a CSV of 50 city manhole locations into a valid .KML file that successfully opens in Google Earth
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test KML Placemark Formatting against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for GeoJSON Topology Validator in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break GeoJSON Topology Validator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Creating logic that checks if a submitted land polygon closes perfectly by ensuring the first and last coordinates are identical
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test GeoJSON Topology Validator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Multi-Polygon Parcel Map in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Multi-Polygon Parcel Map into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Mapping three adjacent commercial lots in a single file, ensuring zero spatial overlap (gaps or gores) between them
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Multi-Polygon Parcel Map against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Web Mercator Projection Transformation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Web Mercator Projection Transformation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script to convert spherical WGS84 Lat/Lon coordinates into flat EPSG:3857 X/Y coordinates for web mapping
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Web Mercator Projection Transformation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for GPS Waypoint Distance Auditor in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break GPS Waypoint Distance Auditor into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the total linear distance of an underground fiber optic cable route using the Haversine formula on GeoJSON points
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test GPS Waypoint Distance Auditor against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Average End Area Volume in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Average End Area Volume into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the cubic meters of dirt needed to build a road based on 5 provided cross-section areas
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Average End Area Volume against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Prismoidal Formula Calculator in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Prismoidal Formula Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Executing higher-accuracy earthwork calculations for a complex retaining wall trench
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Prismoidal Formula Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Grid Volume (Borrow Pit) Calculation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Grid Volume (Borrow Pit) Calculation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating total excavated volume by comparing a 10x10 elevation grid before and after digging
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Grid Volume (Borrow Pit) Calculation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Cut/Fill Balance Optimizer in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Cut/Fill Balance Optimizer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing logic to determine if a site has excess dirt to haul off, or needs imported dirt, based on a provided CSV of cut and fill zones
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Cut/Fill Balance Optimizer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Stockpile Conical Volume Calculator in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Stockpile Conical Volume Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the tonnage of a gravel stockpile given its base circumference, height, and the material's density factor
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Stockpile Conical Volume Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Trench Excavation Swell Factor in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Trench Excavation Swell Factor into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the volume of "loose" dirt in dump trucks based on the "bank" volume of an undisturbed trench
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Trench Excavation Swell Factor against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Detention Pond Capacity Curve in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Detention Pond Capacity Curve into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Generating a CSV table showing the exact water volume capacity of a retention basin at 1-foot elevation increments
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Detention Pond Capacity Curve against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Zoning Setback Compliance Auditor in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Zoning Setback Compliance Auditor into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A script that checks if a building's corner coordinates illegally encroach into a 5-meter setback from the property line
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Zoning Setback Compliance Auditor against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Solar Array Spacing Calculator in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Solar Array Spacing Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the minimum row spacing required to avoid winter shadowing, given a specific latitude and panel tilt angle
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Solar Array Spacing Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for ADA Ramp Length Code Compliance in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break ADA Ramp Length Code Compliance into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Given a specific elevation drop, calculating the absolute minimum required ramp length to meet a 1:12 slope code
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test ADA Ramp Length Code Compliance against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Parking Lot Yield Calculation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Parking Lot Yield Calculation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the maximum number of 9x18ft stalls that fit in a specific acreage after subtracting 20% for drive aisles
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Parking Lot Yield Calculation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Crane Lift Radius Planner in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Crane Lift Radius Planner into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Checking if a 50m crane boom placed at Coordinate X can physically reach all building corner coordinates in a provided CSV
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Crane Lift Radius Planner against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Line of Sight (Viewshed) Clearance in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Line of Sight (Viewshed) Clearance into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating if a proposed 10m tall building visually blocks the line of sight between a highway and a billboard
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Line of Sight (Viewshed) Clearance against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Equipment Turning Radius Envelope in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Equipment Turning Radius Envelope into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the spatial bounding box required for a WB-50 semi-truck to successfully complete a U-turn on site
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Equipment Turning Radius Envelope against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Building Grid Offset Staking in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Building Grid Offset Staking into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating 3m offset coordinates for 4 building corners so the physical wooden stakes survive the backhoe excavation
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Building Grid Offset Staking against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Batter Board Intersections in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Batter Board Intersections into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the exact intersection points of exterior wall lines to set up string-lines for pouring a concrete foundation
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Batter Board Intersections against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Pipe Invert Elevation Staking in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Pipe Invert Elevation Staking into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Generating a CSV for a field surveyor containing the exact elevation to mark on a stake every 20 meters for a gravity sewer line
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Pipe Invert Elevation Staking against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Anchor Bolt Template Validation in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Anchor Bolt Template Validation into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Checking a CSV of physically surveyed anchor bolt coordinates against the design CSV to flag any bolts that are out of a 5mm tolerance
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Anchor Bolt Template Validation against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Roadway Superelevation Transitions in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Roadway Superelevation Transitions into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the outside edge elevations for a highway curve banking at 6% to prevent cars from sliding off
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Roadway Superelevation Transitions against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Column Plumbness Tolerance Check in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Column Plumbness Tolerance Check into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the X/Y deviation of a steel column at the top vs. the bottom using raw total station data
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Column Plumbness Tolerance Check against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Machine Control Surface Formatting in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Machine Control Surface Formatting into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting a complex Triangulated Irregular Network (TIN) dataset into a flat, machine-readable CSV to upload to a GPS-guided bulldozer
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Machine Control Surface Formatting against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Ground Control Point (GCP) Target Mapper in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Ground Control Point (GCP) Target Mapper into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting a list of painted aerial targets into a strict photogrammetry software import template
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Ground Control Point (GCP) Target Mapper against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Point Cloud Decimation Script in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Point Cloud Decimation Script into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing logic to take a dense 10,000-point LIDAR CSV and reduce it to 1,000 points by taking a spatial average
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Point Cloud Decimation Script against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for EXIF GPS Data Extractor in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break EXIF GPS Data Extractor into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing mock image metadata (JSON) to extract the Latitude/Longitude and altitude of drone inspection photos
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test EXIF GPS Data Extractor against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Feature Attribute Tagging in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Feature Attribute Tagging into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Merging a CSV of spatial coordinates with a CSV of pipe materials (PVC, Iron) to create a master GIS relational database
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Feature Attribute Tagging against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Underground Utility Clash Detection in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Underground Utility Clash Detection into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Finding and flagging any coordinates in an electrical CSV that are dangerously within 1 meter of a water line CSV
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Underground Utility Clash Detection against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Historical Survey Unit Converter in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Historical Survey Unit Converter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A conversion tool that translates old property deeds using "Chains" and "Links" into modern decimal meters
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Historical Survey Unit Converter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Magnetic Declination Adjustment in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Magnetic Declination Adjustment into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Applying a time-based magnetic variation formula to correct 1950s compass bearings to modern True North
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Magnetic Declination Adjustment against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Automated Survey Report Generator in Basic Site Surveying & Spatial Planning.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Automated Survey Report Generator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A script that reads a raw traverse CSV and outputs a formatted JSON summary containing the final area, perimeter, and precision ratio
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Automated Survey Report Generator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Why Choose This Course
Strong reasons learners choose this track over passive learning
Clear, high-signal benefits designed to make the decision easier and faster.
Guided Practical Workflow
The track breaks Basic Site Surveying & Spatial Planning into clear tasks, checkpoints, and submission expectations.
Career-Relevant Output
You finish with a concrete project artifact that helps show your learning progress.
Structured Internship Path
The program is organized by tier, duration, and portfolio requirements so learners know exactly what to complete.
Social Proof
Real learner signals that build trust before they enroll
Testimonial cards designed to feel credible, clear, and easy to scan.
“
A
Aarav Mehta
Engineering (Mechanical & Civil) Learner
Engineering
The structure helped me understand Basic Site Surveying & Spatial Planning through practical tasks and clear checkpoints.
“
N
Nisha Kapoor
College Student
Engineering
I liked that every module ended with something concrete to submit, review, and improve.
FAQs
Clear answers for the final questions learners usually ask
Short, direct answers that remove hesitation without slowing down the decision.
No. The beginner tier starts with foundations and then moves into applied tasks.
Yes. The curriculum is organized around structured assignments, submissions, and reviewable portfolio outputs.
This is a 45 Days Beginner tier track with 3 Portfolio Projects Required.
Final Step
Ready to start your journey?
Join a structured learning path built to turn clarity into output and output into confidence.
Limited seats available and the next batch is filling soon.
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