AI Consulting & Analytics•NDA•2024 - Ongoing
Construction AI Implementation - Face Recognition & Predictive Analytics
Multi-stage AI implementation for a Western European construction company featuring face recognition attendance system, data infrastructure development, and predictive project management.
100%Fraud Eliminated
500+Workers Tracked
4AI Stages
<1sRecognition Speed
Computer Vision · Deep Learning · Face Recognition · Python · OCR · Machine Learning · LLMs · Data Pipelines
Deep Dive
The implementation follows a four-stage plan that builds AI capabilities gradually, starting with solving immediate fraud problems and moving toward predictive systems.
| Stage | Focus Area | Status | Key Capabilities |
|---|---|---|---|
| 1 | Face Recognition Attendance | Completed | Extreme lighting operation, PPE recognition, anti-spoofing, real-time verification, fraud prevention, multi-site deployment |
| 2 | Data Quality & Infrastructure | Completed | Data pipeline integration, format standardization, OCR digitization, quality validation, data warehouse, historical analysis |
| 3 | Predictive Project Management | In Development | Delay prediction, cost forecasting, scope change detection, risk assessment, personnel planning, AI agent monitoring, LLM text analysis |
| 4 | Resource Trading & Documentation | Planned | Machinery marketplace, materials trading, transfer optimization, automated verification, regulatory compliance, documentation tracking |
