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Work

Projects

Full-stack and ML systems I've designed and built end to end, from data pipeline to UI.

MarketPulse AI landing page describing its real-time sentiment and market intelligence features
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MarketPulse AI

Real-time stock sentiment and market intelligence platform with explainable predictions and honest backtesting — runs entirely in a free demo mode, no API keys required.

PythonFastAPIReactTypeScript
Alpha Strike statistical arbitrage report showing 5,112 strategy variants backtested with 0 surviving Deflated Sharpe Ratio correction
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Alpha Strike

A walk-forward statistical arbitrage backtest over 5,112 strategy variants on the S&P 500, using a Deflated Sharpe Ratio to separate genuine signal from the noise of testing thousands of parameter combinations.

PythonpandasNumPystatsmodels
Marginalia landing page for asking questions about your notes and documents

Marginalia

A personal Retrieval-Augmented-Generation assistant that answers questions from your own notes with grounded citations.

PythonFastAPIChromaDBsentence-transformers
newsclf results dashboard showing test accuracy, per-class F1 scores, serving latency, and the promotion gate rejecting a worse retrained candidate

Real-Time News Classifier

A news topic classifier with a promotion gate that only ships retrained models that measurably beat the incumbent, live drift detection, and a fully Terraformed AWS serverless deployment.

Pythonscikit-learnFastAPIMangum
Momentum dashboard showing a day streak, total XP, a next-actions list, and two active projects with health status

Momentum

A personal project manager built to fight procrastination — AI task breakdown, focus sessions, and streak/health tracking that makes a stalling project visible before it's abandoned. Runs fully in a heuristic demo mode, no API keys required.

TypeScriptNext.jsPrismaSQLite