Yiran Fei
Machine Learning Engineer at Apple
Bellevue, Washington, United States
Summary
👤
Senior🎓
Top SchoolYiran Fei is a Machine Learning Engineer with 12 years of experience building production-grade ML models, backend APIs, and large-scale offline data pipelines for internet-scale datasets. Currently applying state-of-the-art ML to Bing and Siri products, his expertise spans information retrieval, text classification, query/text matching, and content-based recommendation. He has applied these skills at Apple and Microsoft and earlier drove ML and data engineering work at Boeing, combining research-level NLP with pragmatic engineering on Hadoop/Spark and TensorFlow/PyTorch. A Carnegie Mellon alum who has taught applied ML and coding bootcamps, he blends academic rigor with production experience and a knack for turning noisy web-scale data into reliable model inputs. An early contributor to Crosswalk during an Intel internship, he brings both systems-level implementation experience and deep applied ML knowledge to product-focused teams.
12 years of coding experience
6 years of employment as a software developer
Bachelor of Engineering (BEng), Computer Software Engineering, Bachelor of Engineering (BEng), Computer Software Engineering at Sun Yat-Sen UniversityMaster's Degree, Computer Science (Specialized in B.I.C.), Master's Degree, Computer Science (Specialized in B.I.C.) at Carnegie Mellon University
Chinese, English
Github Skills (9)
chrome-extension7
chrome6
javascript5
java3
data-platform3
spark2
big-data1
distributed-systems1
hadoop1
Programming languages (1)
Github contributions (5)
rstarzl/CMU-Lib
Oct 2014 - Nov 2014
Contributions:36 commits in 1 month
next-generationbigdatabig-datasparkdistributed-systems
fyraimar/trickyLOL
Aug 2015 - Aug 2015
Contributions:2 pushes, 1 branch in 1 day
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