Matthew Wolff
Machine Learning Engineer at Amazon
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolMatthew Wolff is a Machine Learning Engineer with a decade of experience building and productionizing scalable ML systems, currently focusing on ad response prediction at Amazon in New York. He has a strong full-stack ML engineering background—having moved offline batch recommenders to low-latency online ranking systems, optimized streaming services for 15x efficiency gains, and re-architected data lake infrastructure to save hundreds of compute hours monthly. Trained in computational biology (CMU) and computer science/genetics (UW–Madison), he brings a rare mix of bioinformatics pipeline experience and cloud-native ML deployment expertise across AWS services like SageMaker, CDK, Glue and Step Functions. Founder of UW–Madison’s Data Science Club and a former graduate teaching assistant, he pairs hands-on engineering with mentorship and an eye for production reliability. An Amazon developer who delights in squeezing latency and cost out of systems, he also quietly applies domain knowledge from genomics to complex data problems.
10 years of coding experience
3 years of employment as a software developer
Bachelor’s Degree Computer Science Genetics & Genomics, Bachelor’s Degree Computer Science Genetics & Genomics at University of Wisconsin-MadisonMaster's degree Computational Biology, Master's degree Computational Biology at Carnegie Mellon University
English, python, Latin
Stackoverflow
90reputation
8kreached
4answers
5questions
Github Skills (69)
tweepy10
scrape10
twitter-api10
scraper10
applescript9
twitter9
prettify9
atom-editor9
utility9
touchbar9
music8
api8
spotify8
stylus8
beautify8
Programming languages (6)
Github contributions (5)
MatthewWolff/us
Oct 2020 - Mar 2025
Contributions:9 pushes, 1 branch in 4 years 5 months
MatthewWolff/personal
Apr 2017 - Jun 2022
Contributions:209 commits, 273 pushes, 1 branch in 5 years 2 months
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