Sunny Liu
Credit Risk Specialist at Fidelity Canada
Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolSunny Liu is a credit risk specialist and data-savvy finance professional with a decade of experience blending credit analysis, financial modeling, and product-focused analytics. With a Master of Information in Data Science and top-10% CFA Level I performance, he combines rigorous valuation and forecasting skills with hands-on technical tooling across Python, R, Power BI, BigQuery and Excel. At Fidelity Canada and prior roles at Tangerine and Loblaw he built end-to-end dashboards, time-series forecasts, and fraud detection workflows that translated into operational improvements. Equally comfortable presenting to executives and engineering in SQL/feature-engineering contexts, Sunny brings an uncommon mix of equity research DNA and machine-learning curiosity—evident in his public ML-focused GitHub interests—to credit risk and investment decisioning.
10 years of coding experience
3 years of employment as a software developer
Bachelor of Commerce - BCom, Finance and Economics, Bachelor of Commerce - BCom, Finance and Economics at University of Toronto - Rotman School of ManagementMaster of Information, Data Science, GPA 3.98/4.0, Master of Information, Data Science, GPA 3.98/4.0 at University of Toronto
Stackoverflow
93reputation
25kreached
1answer
7questions
Github Skills (77)
elasticsearch10
csc10
error-detection10
kenlm10
search-engine10
java10
error-correction10
restful10
visual-question-answering9
opensearch9
electra9
comprehension9
nlp8
relation7
deep-learning7
Programming languages (6)
Github contributions (5)
SunnyMarkLiu/paper-notes-monthly
Oct 2018 - Nov 2018
Contributions:21 commits, 19 pushes, 3 issues in 1 month
SunnyMarkLiu/Design-Patterns-Java
Aug 2016 - Sep 2016
Contributions:64 commits, 3 PRs, 54 pushes in 18 days
javadesign-patternspatterns
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