Project RED: Autonomous Commercial Real Estate Intelligence
Autonomous Geospatial Pipeline & Institutional Valuation Suite
EXECUTIVE SUMMARY
Engineered an enterprise geospatial ingestion pipeline and fund accounting system for commercial real estate. Built with strict PD-010 honesty boundaries—keeping recorded arm's-length deed sales strictly partitioned from broker asking prices and synthetic valuations.
TECHNICAL HIGHLIGHTS
- ▸Multi-tier CAMA ingestion: bulk normalized state feeds, ArcGIS REST FeatureServers, DOR tax digests, and county tax scrapers.
- ▸Vectorized 5,000-trial Monte Carlo cash-flow simulation sampling exit caps, tenant rollover drag, and capex volatility.
- ▸Dynamic seed float and partner pitch assembly engine sizing capital asks from live legal bids and Blue Sky regulatory fees.