Work
Financial models, data infrastructure, AI systems, and operational platforms — built for real businesses solving real problems. Not mockups.
AI-powered multifamily market research platform
Built an agent-driven platform that produces institutional-quality multifamily market studies, combining public data pipelines with AI analysis and compliance-first reporting.
View case studyQuantitative decision system for financial markets
Designed and built a multi-strategy algorithmic trading platform with rigorous risk management, walk-forward backtesting, and full audit trail from signal to execution.
View case studyPortfolio intelligence platform for a $140M multifamily operation
Built the operational backbone for a $140M multifamily real estate portfolio — a full-stack dashboard ingesting rent rolls, comp analysis, turnover reports, and 500K+ general ledger transactions into real-time unit economics and asset management intelligence.
View case studySystem dynamics modeling for sustainable agriculture
Built a weather-driven simulation engine that optimizes paddock rotation schedules for a North Texas ranching operation, balancing forage growth, soil moisture, and carrying capacity.
View case studyState-space estimation for real estate market timing
Developed a novel state-space estimation system that tracks market cycle dynamics through spiral coordinates, combining Kalman filtering with Texas multifamily market data for quantitative cycle positioning.
View case studyReusable geospatial infrastructure for CRE analysis
Developed a shared Python library providing PostGIS database management, Census data ingestion, TIGER/Line shapefile handling, and drive-time routing for commercial real estate spatial analysis.
View case studyLand productivity analysis for urban renewal
Built a data-driven system that identifies parcels with rising redevelopment pressure by analyzing the relationship between land value, improvement value, and time using public tax records and GIS.
View case studyFrom spreadsheets to engineered forecasting
Replaced a manual Excel-based workflow with an automated cashflow forecasting and liquidity engine for a multi-property real estate investment fund.
View case studyPython cashflow engine for complex commercial assets
Built a comprehensive underwriting toolkit for mixed-use commercial real estate combining office, retail, and multifamily components — replicating core Argus functionality without the subscription cost.
View case studyLocal-first digital newspaper for Texoma
Bootstrapped launch of a fast, legible, SEO-friendly local news platform serving Cooke County.
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