I-Min (Steven) Chen — data scientist & AI application developer. Vanderbilt MSDS '27, with 4+ years across data science, AI development, and community health outreach. Currently seeking capstone project opportunities applying ML to health equity.
🔗 LinkedIn · 📫 i-min.chen@vanderbilt.edu
✈️ Packmon — Your travel packing partner. SwiftUI iOS app that builds personalized packing lists and flags customs/airline-security risks before you fly. Team project (TravelGenius), showcased at Taiwan Student Creator Community. Live siteSwiftSwiftUI
- 🩺 Gut Instinct 腸命天機 — Colorectal-cancer decision support: describe a patient in one sentence → parsed to structured fields → PCA + KNN find the most similar cohort among 12,250 patients → Kaplan–Meier survival curves (1/3/5-yr, Greenwood 95% CI). Team project (StanCode 201); my role: front-end/UX, natural-language parsing, query-engine integration, deployment. Live demo
JavaScriptPCAKNNKaplan–Meier - 👶 育兒導航全攻略 (Parent Navigator) — AI parenting assistant for new parents in Taiwan. Built as Capstone Project Manager, ITRI AI & Big Data Program: async webhook architecture, RAG pipeline with LangChain, safety guardrails, Supabase backend. Full project · Live demo
FlaskGeminiRAGSupabase - 🩺 Nurse Resiliency (Vanderbilt) — Burnout-risk modeling for 6,000+ medical providers using sentence-transformers, clustering, and XGBoost. (methods showcase — data not shareable)
- 📊 Probability & Statistical Inference Portfolio — 8 deliverables from Vanderbilt DS 5620: roulette simulation, Monte Carlo error, order statistics, MLE & method of moments.
RStatistics
- 📮 Post Fare Calculation — Postal fare calculator with a postcard-style UI.
JavaScriptGitHub Pages
- Wealth By Health Foundation — Project Manager / Outreach Coordinator (2022–2025): automated SQL/Python data pipelines for 100+ clinic events serving 2,000+ underserved patients annually; forecasting models raised patient throughput 25%
- Fubon Financial Holding — Summer Data Analyst: quantitative modeling (regression, time series, Optuna tuning) for automated trading
- Western Michigan University — Finance Research Assistant: bank evaluation with R and time-series forecasting
- Also: TA for Stanford's Code in Space course · Representative, UN ECOSOC Global Partnership Forum
- Languages: Python · R · SQL · JavaScript · Swift
- ML / AI: NLP · transformers · RAG · LLMs · LangChain · XGBoost · scikit-learn · TensorFlow
- Data: Supabase (PostgreSQL) · MySQL · Power BI
- M.S. Data Science — Vanderbilt University (2027)
- B.B.A. Finance — Western Michigan University · B.A. Economics — National Chung Cheng University (dual degree)