Projects
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ClinicalAgents
Research Partner for CambridgeAn open-source multi-agent system designed to act as a research partner for clinical trial data. It mines academic papers and clinical trials, utilizing an adversarial 'Advocate vs Skeptic' debate loop to synthesize accurate, cited research briefs. Built in direct collaboration with biotech company researchers and academics.
DeepFlex AI Drug Design
Wells Wood Research GroupA temperature-aware deep learning model to predict residue-level protein flexibility (RMSF). Integrated ESM-C embeddings, 3D CNNs, and temperature-conditioned attention mechanism.
DNA Fountain
Advanced Systems & Synthetic BiologyNovel methods for encoding vast amounts of digital data into synthetic DNA molecules. Implemented a 'Data Storage in DNA' project at UW.
