Welcome to my GitHub! I'm a physician turned aspiring quant, passionate about data-driven decision-making, algorithmic trading, and statistical modeling. With a background in medicine and formal training in computer science and probability, I bring a unique interdisciplinary perspective to quantitative analysis.
- 🎓 MD, Taipei Medical University (TMU)
- 🏥 Former physician at Chang Gung & TMU Hospitals (2021–2023)
- 💻 Enrolled in the MS in Computer Science (Bridge), Columbia University
- Quantitative Trading & Market Microstructure
- Meta-Analysis & Predictive Modeling
- Options Trading Strategies
- High-performance Python & R programming
-
Meta-Regression on Cardiovascular Risk
Used OLS/WLS to model noisy health data
— Techniques transferable to quantitative modeling, signal extraction, and predictive finance -
APOE4 & POCD Meta-Analysis (Published)
Led a large-scale statistical analysis project (22 studies, 6,734 patients)
— Applied methods relevant to risk modeling, hypothesis testing, and inference under uncertainty
🔗 GitHub: APOE4 Meta-Analysis Code
- Languages: Python, R, Java, JavaScript
- Tools: Git, VS Code,
statsmodels,metafor,meta - Data: Statistical Modeling, Regression, Meta-Analysis, Hypothesis Testing
- Finance: Options Pricing, Greeks, Risk Management (Akuna Capital Options 101)
- Math: AMC10 Top 1%, AIME Qualifier
- ⛷️ Snowboarding: Rode double diamond terrain in Aspen after just 10 days of learning
- 🪕 Former TMU Ukulele Club President: Led events and performed pieces like Despacito – Instrumental
- 🎹 Former TMU Piano Club Performer: Played John Cena – The Time is Now
- 💊 Former TMU Medical Service Team Vice President: Led student medical outreach initiatives
Feel free to reach out or collaborate:
- 📧 [sh4631@columbia.edu]
- 🌐 [LinkedIn Profile]