Selected Work

Projects

Real outcomes across surveying, GIS, remote sensing, and AI. Here’s how we’ve helped teams plan, build, and decide with confidence.

Land Surveying Remote Sensing & EO Machine Learning GIS & Geodatabases

Surveying

Subdivision survey

Subdivision & Topographic Survey

End-to-end field capture and drawings for a multi-lot development, delivered with construction set-out control.

  • Topographic
  • Set-out
  • CAD
View Case Study ➜
As-built survey

As-Built & Compliance Survey

Verification survey for civil works with formatted deliverables for approvals and asset handover.

  • As-built
  • QA
  • Compliance
View Case Study ➜

Remote Sensing & EO

Change detection

Construction Progress from Space

Monthly satellite monitoring with change detection and KPI dashboards for stakeholders.

  • Change detection
  • Dashboards
  • EO
View Case Study ➜
Vegetation mapping

Vegetation & Land-Cover Mapping

Drone + satellite fusion to quantify canopy change across estates and inform restoration plans.

  • NDVI
  • Land-cover
  • Monitoring
View Case Study ➜

Machine Learning

Image classification

Imagery Classification at Scale

Pipeline for supervised classification (RF/KNN/CNN), with explainability and reproducible metrics.

  • ML
  • Classification
  • MLOps
View Case Study ➜
Prediction model

Risk Prediction for Assets

Predictive model using spatial features to highlight at-risk assets and prioritize inspections.

  • Prediction
  • Risk
  • API
View Case Study ➜

GIS Applications

Web map app

Asset Web Map & Reporting

Role-based map application with scheduled ETL, letting teams self-serve reports and updates.

  • Web GIS
  • ETL
  • Dashboards
View Case Study ➜
Geodatabase

Geodatabase Design & Migration

Schema redesign and data migration to a governed enterprise geodatabase with versioning.

  • Geodatabase
  • Governance
  • QA
View Case Study ➜
Subdivision survey fieldwork

Case Study — Surveying

Subdivision survey for 18-lot development

Established control, captured detail with total station + GNSS, and produced CAD/GIS deliverables for approvals and construction set-out.

Highlights

  • ±15 mm horizontal accuracy
  • DWG + GeoPackage deliverables
  • Traceable QA and photos

Outcome

  • Planning approval on first submission
  • Reduced RFIs during construction
Discuss a survey ➜
Satellite monitoring dashboard

Case Study — Remote Sensing

Satellite-based progress & change detection

Automated monthly monitoring of a large infrastructure site. Change areas were quantified and surfaced in a web dashboard used in weekly reviews.

Highlights

  • Tasked imagery + archive fusion
  • Change polygons with confidence scores
  • Stakeholder dashboard & exports

Outcome

  • Earlier detection of schedule drift
  • Evidence for contractor claims
Start monitoring ➜

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