pathoori.ai / Federal Disaster Transparency Node
Brain.js Active BYOD Ready WJAETS · 2025 ← Portfolio
Geospatial Fraud Detection · FEMA COR3 Architecture · $20B+ Federal Funds Governed

Federal Disaster Transparency Node

AI-powered anomaly detection for federal disaster relief disbursements. Built on the FEMA/COR3 Puerto Rico architecture that governed $20B+ in recovery funds across 10,000+ projects, reduced reporting latency 70%, and served 500+ government stakeholders in real time.

📄 Published Paper
📊 Total Funds Tracked
Upload CSV to begin
⚠ Anomalies Flagged
awaiting analysis
🚫 Critical Projects
suspend disbursement
⚡ ETL Efficiency
vs legacy system
🎯 Model Accuracy
awaiting training
Real-Time Training Loss — Brain.js Binary Fraud Classifier AWAITING DATA
Anomaly Score Distribution
Allocated vs Disbursed Scatter
Allocated vs Disbursed by Region ($M)
Fund Category Allocation
ETL Pipeline Throughput (projects/day)
Fraud Risk Heatmap — Region × Fund Category (% flagged)
Risk Score by Contractor
Completion % vs Disbursement Rate
Project-Level Fraud Detection Results
Run fraud detection to populate the project risk table
Federal Compliance & Transparency Report
Run the Federal Fraud Detection engine to generate the compliance report.