SustainabilitySystems
Website + Chrome extension · Sustainability tooling
CO2Ldown
Built a browser-extension and web workflow for per-action carbon estimates across sessions.

Overview
CO2Ldown is a web product plus browser extension built to help users understand and reduce the carbon footprint of everyday browsing behavior.
My contribution
Gemini function-calling estimation pipeline, Firebase auth/storage, and Chrome extension integration.
Problem
Carbon impact is usually invisible during normal browsing, so users rarely get concrete feedback that can shape lower-emission habits.
Approach
- Built a joint website and Chrome extension instead of treating sustainability feedback as a one-surface experience.
- Used an LLM-powered pipeline with Gemini function calling and prompt optimization to generate useful carbon estimates.
- Added Firebase auth and storage for personalized emissions tracking across browsing sessions.
Result
Reduced user carbon footprints by surfacing per-action carbon estimates across browsing sessions.
Stack
React.jsPythonHTMLCSSFirebaseFastAPINumPyCrawl4AIGemini