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iminstevenchen/README.md

Hi, I'm Steven 👋

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

🚀 Projects

📱 iOS Apps

  • ✈️ 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 site Swift SwiftUI

🤖 AI × Data

  • 🩺 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 JavaScript PCA KNN Kaplan–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 Flask Gemini RAG Supabase
  • 🩺 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. R Statistics

🌐 Web

  • 📮 Post Fare Calculation — Postal fare calculator with a postcard-style UI. JavaScript GitHub Pages

💼 Experience

  • 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

🛠 Skills

  • Languages: Python · R · SQL · JavaScript · Swift
  • ML / AI: NLP · transformers · RAG · LLMs · LangChain · XGBoost · scikit-learn · TensorFlow
  • Data: Supabase (PostgreSQL) · MySQL · Power BI

🎓 Education

  • M.S. Data Science — Vanderbilt University (2027)
  • B.B.A. Finance — Western Michigan University · B.A. Economics — National Chung Cheng University (dual degree)

Pinned Loading

  1. LineBot LineBot Public

    育兒導航全攻略 LINE Bot — AI parenting assistant for new parents in Taiwan: vaccine schedules, subsidies, health Q&A. Flask + Gemini + RAG + Supabase.

    Python

  2. probability-and-inference-portfolio-Chen-IMin probability-and-inference-portfolio-Chen-IMin Public

    Statistical inference portfolio (Vanderbilt DS 5620) — 8 deliverables: roulette simulation, Monte Carlo error, discrete probability, order statistics, MLE & method of moments, and more.

    HTML 2

  3. Parent-Navigator Parent-Navigator Public

    Forked from ocaaaaii/Parent-Navigator

    工研院期末專案 - 育兒導航全攻略

    HTML 2

  4. nurse-resiliency nurse-resiliency Public

    Burnout and resiliency analysis of 6,000+ medical providers (Vanderbilt DSI): sentence-transformers, clustering, XGBoost burnout-risk models. Methods showcase; no data included.

    1

  5. packmon packmon Public

    Packmon — your travel packing partner. SwiftUI iOS app: personalized packing lists plus customs and airline-security warnings before you fly. Showcase (code private).

    2

  6. crc-oracle crc-oracle Public

    腸命天機:Project CRC-ORACLE — Real-World Intelligence for Personalized Colorectal Cancer Outcomes(大腸直腸癌相似病患智慧查詢 · StanCode 201)

    HTML