Experience
Current work
Research labs, startup work, and biotech internships shaping the current direction of the work.
Regeneron Pharmaceuticals — Incoming Computational Biology Intern
- Developing predictive models to optimize clinical trial design and patient cohort stratification, leveraging multi-omic data and personalized biology for targeted drug efficacy
UC Berkeley Sky Computing Lab — Student Researcher
- rLLM hive team. Developing Agent Swarms for Biology. [Repo]
Berkeley RDI — Student Researcher
- Helping build AgentHLE, Humanity's Last Exam for computer use agents; benchmarking agent performance across 63 high-GDP domains from 3D modeling to accounting to education
Stealth Biotech — Co-founder
- Building foundational AI models that leverage multi-modal patient input (transcriptomics, histopathology slides, EHR etc.) to help oncologists better predict treatment risks for cancer patients
- Model training/inference infrastructure, model architecture design
CytoAurora Biotechnology — Research/ML Intern
- Contributed to CytoAurora's AI-driven computer vision screening pipeline for circulating tumor cell (CTC) detection from liquid biopsies; worked with nano-biological chip imaging data and assisted in training and evaluating cell classification models for automated histopathology/cytopathology analysis