Yutong Zou
Front Office Quantitative Developer
Singapore
Summary
👤
Senior🎓
Top SchoolYutong Zou is a Front Office Quantitative Developer based in Singapore with 10 years of experience translating high-dimensional data into actionable models and business insights across finance, biotech, and e-commerce. Trained as part of NUS’s inaugural Data Science and Analytics cohort and holding a Master’s in Financial Engineering, she blends statistical rigor with practical ETL and CRISP-DM workflows to deliver validated credit-risk models, stress testing frameworks, and production-ready analytics. Her background spans machine learning, database management, Python/R/Julia, and R Shiny visualisations, and she has published a bioinformatics tool in Frontiers in Genetics built to streamline gene expression analysis. At ING she applies front-office quant skills to drive trading and risk decisions, drawing on prior research roles that combined unsupervised learning, factor models, and model validation. Notably, she bridges academic research and production engineering—comfortable moving from Coq-inspired type-theoretic experiments to deployable analytics for enterprise use.
10 years of coding experience
1 year of employment as a software developer
Exchange, Data Science, Exchange, Data Science at University of WashingtonBachelor of Science - BS, Data Science and Analytics, Bachelor of Science - BS, Data Science and Analytics at National University of Singapore
Github Skills (22)
meta-learning10
machine-learning-algorithms10
realm10
deep-learning10
python8
statistics8
data-science7
machine-learning7
data-analysis7
scikit-learn5
pytorch3
k-means-clustering3
sampling2
maml2
replication2
Programming languages (3)
Github contributions (5)
jensen888/Meta-Learning-Papers
Dec 2019 - Sep 2022
A classified list of meta learning papers based on realm.
Contributions:50 commits, 91 pushes, 1 branch in 2 years 10 months
meta-learningrealmdeep-learningmachine-learning-algorithmsstatistical
oneHuster/softwareEnginee
May 2016 - Nov 2017
Contributions:4 pushes, 1 branch in 1 year 5 months
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