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Product & Data
CarbonTrace: ML for Scope 3 Emission Analytics
2025
AI PM & developer
Deployed demoML model estimating embodied carbon for building portfolios at ~95% accuracy, with a retrofit cost simulator.
About this build.
I built this ML demo to estimate embodied carbon for building portfolios and connect the estimate to a retrofit cost simulator. The public summary reports approximately 95% accuracy; the public record does not specify production deployment or the validation dataset.
More work.
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