Yilun Wu
Senior Software Engineer at Nomura
Jersey City, New Jersey, United States
Summary
👤
Senior🎓
Top SchoolYilun Wu is a Senior Software Engineer and SRE with six years of experience building production ML and reliability solutions in finance and research environments. Trained at Carnegie Mellon (Stats & ML, MSE) and Duke (MEng AI), he has delivered high‑accuracy predictive systems—from real‑time SQL workload and Dremio cluster forecasting that reached 95%+ precision to U‑Net based crack detection for materials science. At Nomura he moved from internship projects into SRE work supporting Unity Data Warehouse, blending time‑series, ensemble models, and pragmatic engineering to operationalize ML at scale. He also has commercial ML experience in recommender systems and multilingual NLP from SenseTime and startups, and a history of teaching and mentoring data science courses. Notably, he combines deep statistical rigor with hands‑on infrastructure skills, making him adept at turning research models into reliable, observable services.
6 years of coding experience
3 years of employment as a software developer
Master of Engineering - MEng, Artificial Intelligence, 3.92/4.00, Master of Engineering - MEng, Artificial Intelligence, 3.92/4.00 at Duke UniversityBachelor's degree, Statistics & Machine Learning, Materials Science & Engineering, 3.70/4.00, Bachelor's degree, Statistics & Machine Learning, Materials Science & Engineering, 3.70/4.00 at Carnegie Mellon University
Github Skills (4)
face-generation5
face4
audio3
deep-learning2
Programming languages (2)
Github contributions (5)
CanYouTeachMeHowToCode/2048-python-game
May 2020 - Dec 2021
2048 game implemented by Yilun Wu
Contributions:1 release, 1 review, 6 commits in 1 year 7 months
CanYouTeachMeHowToCode/IDS721-individual-project-1
Jan 2023 - Mar 2023
Contributions:1 release, 24 commits, 18 pushes in 1 month
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