Experience

Where I've built and shipped

Applied AI, machine learning research, biomedical evaluation, and product analytics — each card links into the deeper case study.

Internship

Machine 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
Research

Data 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
Hackathon

Hackathon 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
Internship

Product & 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
Independent

Builder — 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

Leadership & beyond

Technical communication

Presented lab analyses at the 2025 Society for Neuroscience Annual Meeting and demoed hackathon evaluation workflows to judges.

Cross-functional collaboration

Worked with neuroscientists, hackathon teammates across modeling/infra/UI, and product stakeholders translating data into decisions.

House Captain · Competitive swimming

Led house teams and competed in swimming at La Martinière for Girls — early practice in responsibility, pressure, and team delivery. Photos on About →