Enso Atlas
A fully local pathology AI system for treatment-response prediction, evidence retrieval, and reporting on whole-slide images.
Top 10 in Google MedGemma Impact Challenge
Projects
Selected projects in biology, AI, and tooling.
These are the projects that best show the mix of research, implementation, and product judgment I have been learning from.
TrialScope AI
An agentic workflow for extracting decision-useful insight from clinical trial protocols and trial documents.
CalHacks 12.0 Regeneron Track Winner
Personal Genome Analysis
Processed 131GB of whole-genome sequencing data, identified 4.99 million variants, and built a full pipeline for ancestry and pharmacogenomics analysis.
Full-stack genome pipeline
AgentHLE
Humanity's Last Exam for computer-use agents, spanning 63 high-GDP domains and a much tougher standard for useful agent performance.
Benchmark design at Berkeley RDI
CNV Cancer RNA-seq Analysis
A CopyKAT-driven pipeline and dashboard for inferring and visualizing copy-number variation patterns in cancer single-cell RNA-seq data.
Reproducible scRNA-seq workflow
De Novo Protein Binder Design
An RFdiffusion-based pipeline for generating and validating protein binders around active site motifs.
iGEM computational work