An Zhou
Senior Machine Learning Engineer @Meta
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WORK HISTORY
Senior Machine Learning Engineer @Meta
Toronto, ON, CA
Facebook App Feed Ranking with user intent context
EDUCATION
University of Waterloo
Master of Science (M.Sc.), Physics
University of Waterloo
Master of Mathematics, Applied Mathematics
Tsinghua University
Bachelor of Science (B.Sc.), Physics
Yale University
Intensive Language Program, English Language and Literature, General
清华大学经济管理学院 Tsinghua University School of Economics and Management
Bachelor of Economics, Economics
SKILLS
ABOUT AN ZHOU
7+ yrs experience with Data Scientist and Machine Learning Developer roles• Project experience on Natural Language Processing (NLP) model development• Project experience on AWS S3, Redshift, EC2 for internal facing app development• MSc in Physics, MMath in Applied Mathematics, National Physics Olympiad Gold Medal winner• Solid theoretic knowledge and strong interest in machine learning algorithms, optimization, and financial engineering• Programming skills: Python, Scala, SQL, Matlab, R, C++• SQL flavor: Postgres, Hive, Oracle, Amazon Redshift, Snowflake, Teradata, MongoDB*• Big Data skills: Spark (Pyspark/Scala), AWS• Scripting skills: JavaScript/CSS/HTML5, macros/VBA• Financial skills: Certified FRM, CFA Level II Candidate• Python Frameworks: Flask, DashA former theoretical physicist, applied mathematics researcher, enthusiastic in optimization and machine learning techniques, current model developer and active kaggler.Exploring effective Machine Learning solutions to open-ended AML problems. Developed, productionized, and maintained an internal NLP model for regulatory program.
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