Back to all projects
Product & Data
ComfortRoom: HVAC + Energy Optimization
2025
AI PM & developer
Deployed demoAI layer over HVAC setpoints that balances occupant comfort against energy use on a digital twin.
About this build.
I built this digital-twin demo as an AI layer over HVAC setpoints, with the product objective of balancing occupant comfort against energy use. The public record does not establish production deployment or measured operational savings.
More work.
- 2026Sustainability Career Pathfinder 2.0Career-matching app that scores transferable skills against a five-pillar skill graph and ranks 17 sustainability pathways with explainable scores and a 90-day plan.
- 2025 – 2026Transformer Decarbonization ManagerPortfolio-wide transformer lifecycle simulator with Monte Carlo uncertainty and audit-ready Scope 1/2/3 reporting.
- 2025CarbonTrace: ML for Scope 3 Emission AnalyticsML model estimating embodied carbon for building portfolios at ~95% accuracy, with a retrofit cost simulator.