Matthew Wolff
Professor at University of Wisconsin-Madison School of Medicine and Public Health
Madison, Wisconsin, 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
Doctor of Medicine (MD), Doctor of Medicine (MD) at The Johns Hopkins University School of Medicine
Stackoverflow
90reputation
8kreached
4answers
5questions
Github Skills (71)
twitter10
tweepy10
scrape10
twitter-api10
scraper10
applescript9
prettify9
beautifier9
atom-editor9
spotify9
selenium9
utility9
music8
command-line-interface8
stylus8
Programming languages (8)
Github contributions (5)
MatthewWolff/TwitterScraper
Jan 2019 - Oct 2020
Scrape a User's Twitter data! Bypass the 3,200 tweet API limit for a User!
Contributions:13 commits, 2 PRs, 36 pushes in 1 year 9 months
scrapetwittertwitter-apitwitter-scraperscraper
MatthewWolff/us
Oct 2020 - Mar 2025
Contributions:9 pushes, 1 branch in 4 years 5 months
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