Role
Backend + AI engineer
AI-powered site analysis
SiteVision
Developed an AI backend service to analyze construction imagery for progress reporting, safety compliance, and privacy protection.
Problem
Construction teams needed faster and more consistent progress visibility from field imagery without compromising worker privacy.
Role
Designed and developed the backend service for image analysis and report generation.
Approach
- Structured a pipeline for manpower and equipment identification across construction scenes.
- Included PPE detection and face blurring to address compliance and privacy requirements.
- Focused the service on daily reporting workflows instead of generic image analysis output.
Impact
- Created a practical reporting workflow from raw site imagery.
- Added safety and privacy protections directly into the analysis pipeline.
Key learning
Applied AI systems are most useful when their outputs fit operational reporting workflows, not when they maximize model complexity.
Next step
If this case study is relevant, the next move is straightforward.
You can review the broader portfolio, move to the next case study, or contact me directly for a conversation around similar product and engineering work.