Matt Murphy
Software Engineer at Fireworks AI
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolMatt Murphy is a software engineer with 10 years’ experience building large-scale ML systems, specializing in recommendation modeling and infrastructure. He led real-time ML platform and GPU-efficiency efforts at Meta, co-authoring work on GPU-trained recommendation models and helping co-design foundation-model retrieval and ranking for recommendation products. Now at Fireworks AI, he focuses on productionizing scalable ML for recommender systems and novel training paradigms. Based in San Francisco with a BA in Computer Science from Grinnell, he blends research experience from MIT Lincoln Laboratory with hands-on engineering at internet scale—an uncommon combination that helps him translate academic insights into deployable, high-throughput systems.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Arts (B.A.) Computer Science, Bachelor of Arts (B.A.) Computer Science at Grinnell CollegeAIT Budapest
Github Skills (43)
pytorch10
recommendation-system10
python10
acceleration10
machine-learning10
sharding10
numpy10
deep-learning10
tensorflow10
gpu10
recommender-system10
autograd10
neural-network10
cuda10
tensor10
Programming languages (5)
Github contributions (5)
murphymatt/tensorflow
Jan 2018 - Aug 2018
Contributions:182 commits, 77 pushes in 6 months
computationscalabledata-sciencemachine-learninggraphs
CSC322-Grinnell/LFC_Features
Oct 2017 - Dec 2017
Includes map, additional information pages
Contributions:101 commits in 1 month
mapadditional
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