All projects
16 projects in 4 groups. Filter by the role you are hiring for.
Regulatory & safety intelligence
Systems that turn regulatory and drug safety judgment into data and AI.
GLP1-Sentinel
A signal detection pipeline over 20 years of raw FDA adverse event reports that reproduces known GLP-1 safety signals.
FDA Pathway Intelligence
Scores 510(k), De Novo and PMA pathways from public FDA data, ranks predicate devices, and explains its evidence and uncertainty.
SourceLock
Sentence-level evidence checks for pharma medical, legal and regulatory (MLR) review. Rules keep final authority; the model only matches meaning and suggests edits.
Clinical AI
AI that works with patient and clinical data, and how to judge whether it is ready for care.
Rare Disease Phenotype Agent
Only the first step uses an LLM, and it cannot name a disease. Everything after is lookup against curated data, so the ranking cannot be made up.
Clinical Trial Eligibility Extraction
An NLP pipeline that pulls eligibility criteria from ClinicalTrials.gov so protocol benchmarking takes minutes instead of weeks.
DigitalTwin
A web app that screens for respiratory disease from cough recordings. Built by a team at the Berkeley AI Hackathon.
Biomedical research & discovery
Omics, molecules and research evidence.
Kidney transplant multi-omics
Brought four to five institutions together and integrated CyTOF, metabolomics and clinical data from kidney transplant patients. Findings are confidential pending a patent application.
Scleroderma lung disease scRNA-seq
Single-cell analysis of about 120,000 cells from 30 samples of scleroderma-associated interstitial lung disease, mapping cell–cell signaling with CellChat.
NVIDIA × scverse GPU omics
Single-cell RNA and ATAC analysis on GPUs with RAPIDS, cuML and cuGraph. Invited participant, cuGraph lead.
Prompt2Pump
Compares candidate drugs to exercise-mimicking signals using molecular embeddings and LINCS gene-set matching.
MaxBind-AI
Built the training dataset from ChEMBL, PLINDER and PDBBind for a team project that placed 2nd at the UCSF QBI Hackathon and received follow-on funding.
BioGraph Intelligence
From a PubMed search to extracted claims, support and conflict checks, research gaps and a knowledge graph, running on a local LLM.
AuData
A research-integrity auditor that checks a single paper for statistical errors, numerical inconsistencies, figure manipulation and citation problems, with a human reviewing every flag.
SeaTRAC TB Hack Day
A one-day, multi-site hack day on tuberculosis clinical trial data, profiling how patients respond to drug treatment.
Experimentation & analytics
Study design, causal inference and product data.
A/B testing studies
A simulation where the naive result reversed once measured on the full population, and a dashboard over more than 1.2 million sensor records.
Medication adherence risk profiling
Finds the patient groups most likely to stop taking their medication, so adherence programs know where to start. Logistic regression plus an R Shiny dashboard.