YW
YIDAN WANG
About
- 1 year's experience
- Joined January 2026
Industry experience
- Financial Services
- Software & Internet
- Education
- Professional Services
Work experience
Intern, Explainable Machine Learning Models for Transaction Monitoring · ING BankingJan 2024 – Sep 2024 · 9 mos
Replaced rule-based transaction monitoring with explainable ML models. Used Python, Scikit-learn, and TensorFlow; applied SHAP and LIME for interpretability; integrated models with the existing system; improved detection accuracy and reduced false positives. Prepared documentation and dashboards to support analysts and stakeholders.
Credit Risk Analyst (Financial Internship) · Bank of ChinaMar 2017 – Aug 2017 · 6 mos
Provided credit risk management analysis for loan and business recommendations, including P&L, balance sheet, industry, market condition assessments. Calculated KPI metrics and reported outcomes to grow the analytical pipeline; collaborated with commercial and relationship managers to optimize lending decisions.
Education
Engineering Doctorate (EngD) · Eindhoven University of Technology & Jheronimus Academy of Data Science2025 – 2026
Master in Data Science in Business and Entrepreneurship · Jheronimus Academy of Data Science2023 – 2025
Master in Economics and Financial Engineering · University of York2019 – 2021
Bachelor of Economics · Jilin University of Finance and Economics2013 – 2017
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