Production-grade ML and agentic systems. NLP, retrieval, forecasting. PhD Student @ UC Berkeley
2025 – presentMeasuring whether clinical trials adopt published recommendations for broadening patient eligibility.
2025 – presentMulti-agent orchestration framework for industry and research.
2024Testing how medical AI models fail under challenging clinical scenarios.
2023GAN-based synthetic image generation for mitochondrial dynamics research.
Oct 2020 – Jul 2022Designed and built a system to scale cardiovascular drug phenotyping from 8 to 96 channels.
