Edwin Yan
Sr. Manager, Strategic Analytics, BMS
Austin, Texas, United States
Summary
👤
Senior🎓
Top SchoolEdwin Yan is a senior analytics leader with eight years of experience building ML-driven insights and data platforms across gaming and semiconductor industries, currently leading Strategic Analytics for BMS at AMD. He blends hands-on data science (TensorFlow, XGBoost, Prophet) with cloud-native engineering on Google Cloud and Snowflake to operationalize models and scale analytics pipelines. His background in finance and actuarial science, with MS degrees from Johns Hopkins in both computer science and finance, gives him a strong quantitative lens for business-facing analytics and risk-aware modeling. Previously he led enterprise analytics at Caesars, translating complex customer and operational data into strategic decisions. Known for pragmatic engineering—comfortable in Java, Python, Node.js, and BI tools—he often bridges the gap between data engineering and product stakeholders to deliver measurable outcomes.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Science (BS), Applied Mathematics in Actuarial Science (Dual Degree), Bachelor of Science (BS), Applied Mathematics in Actuarial Science (Dual Degree) at Towson UniversityBachelor's degree, Actuarial Science (Dual Degree), Bachelor's degree, Actuarial Science (Dual Degree) at Shanghai Finance UniversityMaster of Science - MS, Finance, General, Master of Science - MS, Finance, General at The Johns Hopkins University - Carey Business SchoolMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Johns Hopkins Whiting School of Engineering
Chinese, English
Github Skills (95)
svm10
dtw10
linear-regression10
noise-reduction10
super-resolution10
logistic-regression10
portable9
gradient9
scheduler9
machine-learning-algorithms9
k-nearest-neighbours9
rtx9
xgboost9
python9
automation9
Programming languages (6)
Github contributions (5)
edwin-yan/Stock-Price-Forecast-based-on-LSTM-Model
Sep 2018 - Apr 2021
Contributions:2 pushes, 1 branch in 2 years 7 months
edwin-yan/NEURAL-NETWORK-ZOO
Sep 2018 - Jan 2021
Contributions:1 branch in 2 years 4 months
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