projects
2025
Developing a multi-agent GenAI framework for portfolio managers and traders
A language-interface system that plans tasks, generates SQL & Python, and reasons over analytics to answer complex investment questions.
2023
Hypothetical Debate Generator – Live app • CAMEL
Creates role-playing debates between two CAMEL agents to rehearse negotiations and surface arguments & counter-arguments.
2020
US Influenza Forecasting – GitHub repo
- Recurrent neural networks forecast flu rates across all US states several weeks ahead.
- Hierarchical Bayesian model quantifies socioeconomic & environmental effects on infection dynamics.
Mining Biomedical Text: Transfer Learning to the Rescue – Medium article
Used BioBERT to extract gene–disease relations from PubMed and built a knowledge graph from unstructured literature.
2019
Twitter #tweetpoll – Democratic Primaries – Demo
- Sentiment analysis on two million tweets with RNNs.
- Bayesian model infers candidate popularity from sentiment scores.