Production finance app at ledgictech.com. Dual-token auth (HttpOnly cookies + Google OAuth 2.0), Claude API for AI-driven financial forecasts, and a 90-day spending prediction engine.
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A working prototype that ingests EMS radio chatter, transforms audio into structured data. Classifies each call with an LLM, and pushes real-time alerts to a mobile app built for emergency surgical teams. Runs end-to-end on mock audio clips through a Snowflake pipeline into a React Native client. Snowflake chosen to leverage platforms ML features, to evaluate and improve classifications over time, that schema is in place, though the MVP doesn't yet exercise it. Basis for a Y Combinator application.
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An internal tool I built to cut the time my startup team spent writing and maintaining documentation. It analyzes a codebase and generates structured docs through a multi-agent LangChain pipeline, so new engineers could ramp on unfamiliar parts of the system faster and documentation stayed current instead of going stale.
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