Back to all projects
Product & Data
Sustainability Career Pathfinder 2.0
2026
Product lead & developer
Live appCareer-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.
About this build.
I rebuilt my earlier Pathfinder MVP from scratch because it was a static quiz with generic results. The 2.0 version runs a four-step adaptive diagnostic, extracts skills from a CV in the browser, and ranks 17 pathways through a deterministic weighted match engine with an itemized "why this match" breakdown. It is a live personal product build, not a claim of commercial deployment or measured user outcomes.
More work.
- 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.
- 2025ComfortRoom: HVAC + Energy OptimizationAI layer over HVAC setpoints that balances occupant comfort against energy use on a digital twin.