Selected Work
Projects
Systems I've built across research, government, and industry — from satellite-driven pollution alerts inside a World Bank and NASA-backed trial to LLM agents and recommender systems serving hundreds of thousands of people.
Global Air Pollution Alert System
Built within a World Bank & NASA-backed RCT: a global alert system targeting air pollution advocates from 30+ cities using X (Twitter), NLP, graph analysis, and real-time satellite pollution data. Reached 200,000+ impressions in three months.
AI Trading Agent
Proof-of-concept AI agent built with Claude and custom tools to analyze investment portfolios against macroeconomic regimes and generate trade recommendations. Demonstrates LLM tool use, function calling, and agent orchestration patterns.
ML Loan Recommendation System
Developed machine learning recommender system to offer customized loans to over 500,000 borrowers, improving conversion rates.
Automated Trading Platform
Designed EC2 architecture and Python code to auto-trade over 10+ portfolios through Interactive Brokers with daily stock price ingestion.
Long Beach Climate Data Platform
Built a Python data platform allowing City of Long Beach Climate Office to download data from 2010-2023, improving access and saving hundreds of work hours annually.
Policing Research Bias Detection
Created 10+ interactive visualizations and dashboards with Plotly to detect bias in 250+ policing research papers for academic research.
Social Media Analytics Alert System
Led automatic alert system project to help 20+ clients improve customer relationships via social media analytics and real-time monitoring.
Interactive Laboratory Games Platform
Co-developed FastAPI web platform to play laboratory games and inform research on children decision-making behavior.