EXPLORE / ENGINEERING TEAM
Civitas is architected across agentic orchestration, computer vision, geospatial intelligence, and municipal backend systems.
Civitas is an evidence-backed civic incident intelligence platform. Seeded data and live endpoints are explicitly distinguished to maintain strict engineering integrity.
Leads Civitas end to end: product workflow, agentic analysis and decision orchestration, policy-grounded reasoning, frontend, cross-module contracts, final integration, deployment, and system validation.
Engineered the multimodal vision pipeline, Before/After resolution verification model, spatial clustering algorithms, and risk calculation engines.
Built the FastAPI operational service, persistence layer, API contracts, municipal state transitions, work-order operations, and role-gated review flows.