InternshipMachine Learning Intern
Luveo Health
June 2026 – PresentSan Diego, CA Extending an AI compliance copilot that turns structured healthcare-compliance results into clear, actionable explanations.
Key work
- Mapped and extended compounding support across domain models, field semantics, API contracts, and tests.
- Connected a React clinical sandbox to an authenticated FastAPI backend across HL7 v2.5 / FHIR R4 scenarios.
- Instrumented the LLM explanation layer with Langfuse for end-to-end tracing of prompts, tools, and failures.
Skills
FastAPIReactLangfuseHL7 / FHIRAI Evaluation
Open case study ResearchData Engineer Research Assistant
UC San Diego Neurobiology Lab (Sternson Lab)
June 2025 – PresentSan Diego, CA Human-in-the-loop computer-vision pipeline to quantify social observational learning in mice.
Key work
- Trained SLEAP multi-animal pose models on 8,200 annotated frames across three labeling batches.
- Engineered trajectory features, aligned them with ELAN annotations, and trained XGBoost (0.85 mean ROC-AUC, 5-fold CV).
- Built raster visualizations and a PyQt review GUI; contributed analyses presented at SfN 2025.
Skills
SLEAPXGBoostPythonELANPyQtComputer Vision
Open case study HackathonHackathon Teammate — Biomedical Model Evaluation
Owkin Hackathon (K-Scope)
July 2026San Francisco, CA 1st-place team building a certify(prediction) workflow for pathology foundation-model evidence cards.
Key work
- Built the evidence-card dashboard UI for demoing probe / necessity / specificity results without a live GPU.
- Collaborated on framing evaluation beyond accuracy with matched-random controls and structured caveats.
Skills
Phikon-v2EmbeddingsProbesEvidence cardsMCP
Open case study InternshipProduct & Content Strategy Intern
Skillsoft Corporation
July 2024 – September 2024Remote Analyzed CAISY beta conversation and learner-engagement data to inform prompting and audience targeting.
Key work
- Turned conversation logs into product recommendations for prompts and targeting.
- Built Tableau / Power BI views that made cohort patterns usable for the product team.
Skills
TableauPower BIExcelConversation Analytics
Open case study IndependentBuilder — MOMentum Personal AI Prototype
Independent · UC San Diego × Y Combinator Hackathon
2025 – PresentSan Diego, CA Context-aware personal AI prototype with interactive frontend and FastAPI + RAG + Claude backend.
Key work
- Shipped a mobile-first interactive UI with chat, world widget, and proactive nudge surfaces.
- Implemented /chat (sentence-transformers + FAISS + Claude) and /nudge endpoints locally.
Skills
FastAPIClaude APIFAISSsentence-transformersJavaScript
Open case study