Darren Ng
Credit Risk Portfolio Management & Reporting at Sumitomo Mitsui Banking Corporation – SMBC Group
Singapore
Summary
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Senior🎓
Top SchoolDarren Ng is a credit risk portfolio manager and reporting specialist with a decade of experience translating raw system data into clear, actionable insights for major banks in Singapore. He has driven model monitoring and validation, led business unit and bank-wide stress tests, and improved portfolio quality and compliance for both domestic and overseas branches. Darren combines strong data engineering skills—automating reporting with Python and Power BI and cutting manual work by 90%—with hands-on exposure to ML/NLP projects for sentiment analysis. Now at SMBC after impactful roles at UOB, he blends quantitative rigor from a University of Toronto economics background with practical delivery in production risk environments. An analytical storyteller, he turns spreadsheets into narratives that support decision-making under uncertainty.
10 years of coding experience
Bachelor's degree Economics, Bachelor's degree Economics at University of Toronto
English, ChineseGithub contributions (5)
DarrenAscione/bankwebapp
Apr 2018 - Apr 2018
Contributions:60 commits, 49 pushes, 1 branch in 9 days
glencbz/MLproject
Nov 2015 - May 2018
Contributions:18 pushes in 2 years 5 months
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