Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Work Experience
Intern, Explainable Machine Learning Models for Transaction Monitoring at ING Banking
January 1, 2024 - September 1, 2024Replaced 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) at Bank of China
March 1, 2017 - August 1, 2017Provided 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) at Eindhoven University of Technology & Jheronimus Academy of Data Science
September 1, 2025 - January 7, 2026Master in Data Science in Business and Entrepreneurship at Jheronimus Academy of Data Science
September 1, 2023 - August 1, 2025Master in Economics and Financial Engineering at University of York
October 1, 2019 - July 1, 2021Bachelor of Economics at Jilin University of Finance and Economics
July 1, 2013 - June 1, 2017Qualifications
Industry Experience
Financial Services, Software & Internet, Education, Professional Services
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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