Jeremy Schmitt
Sr Staff Data Scientist
Encinitas, California, United States
Summary
👤
Senior🎓
Top SchoolJeremy Schmitt is a Sr. Staff Data Scientist and mathematician with 11 years of experience applying rigorous mathematical modeling and efficient algorithm design to production ML systems. He blends a PhD-level appreciation for abstract math with hands-on experience deploying real-world solutions—most notably an approximate algorithm to tackle an NP-hard pooling vehicle routing problem at Flock Freight that reduces emissions and improves marketplace economics. His background includes leading fraud-detection efforts at FICO, where he engineered low-latency, low-false-positive models informed by cross-disciplinary teams and rapid adversary adaptation. Jeremy is comfortable moving ideas from theory to scalable code, with a passion for scientific computation and mathematical modeling evident across consulting and academic roles. Based in Encinitas, CA, he brings a rare mix of deep academic training and practical product impact that favors elegant, efficient algorithms over brute-force solutions.
10 years of coding experience
12 years of employment as a software developer
University of California, San Diego
English, German
Github Skills (35)
meta-learning10
gluon10
mlp10
forecasting10
tabular10
structured-data10
transfer-learning10
image-text10
automated-machine-learning10
multiclass-classification10
pytorch9
ensemble-learning9
python9
time-series9
natural-language-processing9
Programming languages (3)
Github contributions (5)
j2schmit/Whiskey_Recommender
Jul 2017 - Jul 2017
Contributions:19 commits, 18 pushes, 1 branch in 18 days
j2schmit/javaStuff
Sep 2019 - Jul 2020
Contributions:16 pushes, 1 branch in 10 months
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