Current
Seattle, WA

Teaching Assistant — BIOST 310, University of Washington

• Lead discussion sections for Biostatistics for the Health Sciences, supervised by Prof. Robin Mejia.
• Support students in understanding core statistical concepts including hypothesis testing, regression, and data interpretation.

June 2025 – Aug 2025
Shenzhen, China

Data Scientist Intern — Haplox Biotechnology

• Architected an end-to-end genomic pipeline via SQL/Python for early lung cancer diagnostics, multiprocessing 1K+ samples and 100K+ features, reducing preprocessing time by 40%.
• Streamlined high-dimensional biological datasets from 100K+ down to ~300 prognostic features using variance thresholds and mutual information SelectKBest algorithms.
• Deployed a Random Forest diagnostic model with rigorous cross-validation via scikit-learn, achieving AUC of 0.98 to identify top genomic predictors from fragmented sequence data.
• Designed Tableau dashboards to monitor prediction distributions across healthy and cancerous cohorts, guiding iterative feature refinement.

Aug 2024 – Nov 2024
Shanghai, China

Data Analyst Intern — Lilly Asia Ventures

• Evaluated early-stage investment viability for medical device portfolios via EDA on 50+ variables, assessing funding history and valuation trends to dictate capital allocation strategies.
• Implemented logistic regression models using multi-dimensional company growth and market indicators to quantify product commercialization probability and mitigate financial risk.
• Designed Tableau visualizations to track competitive market share and long-term financial projections, streamlining scenario analysis for executive-level due diligence.