Products, platforms, and proof.

Full-stack web platform for building energy professionals. Compliance checking for WA/OR building performance standards, end-use analysis with CBECS benchmarks, historical billing analysis, 15-minute interval data analysis, and automated report generation.

• Multi-tenant with organization management
• Generates Word, PDF, and PowerPoint reports
• Real-time climate zone and weather data integration

AI-powered load advisement platform for energy traders. Real-time and next-day forecasting that blends predictive AI with customizable rule-based overlays. Built at smartMFG Solutions — signed client in November, delivering usable recommendations within two months.

• 49% forecasting accuracy improvement
• 33% reduction in direct costs
• $170K/yr in penalty savings for utility client

Calibrated multifamily building models in SketchUp/OpenStudio/EnergyPlus coupled with optimization frameworks. Assessed demand flexibility, grid-responsive operation, and electrification impacts.

• Published in Digital Chemical Engineering
• Grid-response and life cycle assessment
• Stackelberg game-theoretic modeling

Personal operations platform with 12+ tools: finance tracker, business venture framework, task management, client discovery pipeline, trip planning, and more. Built to run my own business.

• Interactive pitch deck with presentation mode
• Real-time financial forecasting
• Client pipeline management

Led teams providing no-cost energy assessments for regional manufacturers through the DOE-funded Industrial Assessment Center. Identified efficiency measures across process, HVAC, and facility systems.

• Four years as lead consultant
• Mentored student assessment teams
• Process, HVAC, and facility systems

Two turn-based strategy games with full game engines: a hex-grid Civil War battle simulator and a territory-control game with railroads, rivers, and AI opponents.

• Real geographic data (GeoJSON/TopoJSON)
• Turn-based AI with strategic decision-making
• Custom SVG rendering engine