Sam E
Engineering Manager - Ads Core ML at Facebook
Bellevue, Washington, United States
Summary
👤
Senior🎓
Top SchoolSam E is an engineering manager and machine learning leader with 13 years of experience building and scaling cross-functional ML teams across startups and Fortune 100 companies. Currently leading Ads Core ML at Facebook, he designs and ships the core ML technologies that serve ads on Facebook and Instagram. His background spans regulated domains—healthcare and finance—where he has led end-to-end solutions that passed government approval and earned paying customers. Sam blends hands-on technical depth (PhD in computer science) with strategic product partnership, translating business opportunities into executable ML roadmaps. He has led Alexa AI efforts at Amazon and built recommender and personalization systems at American Express, demonstrating expertise from model research through productionization. Colleagues value his ability to navigate complex regulatory constraints while delivering mission-critical, revenue-driving ML systems.
13 years of coding experience
8 years of employment as a software developer
PhD, Computer Science, PhD, Computer Science at Kansas State University
Stackoverflow
11,929reputation
2.0mreached
33answers
27questions
tensorflow
top-5%
heroku
top-1%
pyspark
top-5%
google-chrome
top-1%
ubuntu
top-1%
amazon-s3
top-1%
Github Skills (59)
ubuntu10
google-chrome10
amazon-s310
heroku10
image-processing9
pandas9
boto9
apache-spark9
java9
python9
pyspark9
opencv9
tensorflow9
react9
flask9
Programming languages (3)
Github contributions (5)
welshamy/longest-compound-word-finder
Apr 2013 - Sep 2018
Contributions:2 commits, 1 push in 5 years 5 months
welshamy/intro-to-hidden-markov-models
Jun 2019 - Jun 2019
Contributions:13 pushes, 1 branch in 9 days
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