Adam Frees
AI Engineering Manager at Fetch
Madison, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolAdam Frees is an AI Engineering Manager in Madison, WI with 11 years of experience applying research-grade rigor to production ML systems. He holds a PhD in condensed matter physics/quantum computing and has moved from academic nonlinear optimization and quantum-device modeling into leading teams that deploy large-scale CV and NLP models in production. At Fetch he built agentic LLM prototypes for text-to-SQL RAG workflows, standardized model deployment frameworks, and led a 10+ engineer team to productize those systems for external partners. His background includes architecting containerized, IaC-driven ML platforms on AWS and Azure, shipping CV pipelines that process millions of receipts daily, and building transformer-based APIs for insurance risk prediction. Colleagues rely on him to bridge C-suite strategy and hands-on engineering—he pairs deep technical authorship (multiple first-author publications) with pragmatic delivery and an unexpected fondness for bad movies.
11 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy - PhD, Condensed Matter and Materials Physics, Doctor of Philosophy - PhD, Condensed Matter and Materials Physics at University of Wisconsin-MadisonBachelor of Science (B.Sc.), Mathematical Physics, Bachelor of Science (B.Sc.), Mathematical Physics at Brown UniversityOther; CORe Credential of Readiness, Pass with Honors, Other; CORe Credential of Readiness, Pass with Honors at Harvard Business School OnlineHumboldt-Universität zu Berlin
Github Skills (16)
optical-character-recognition10
qubit10
scene-text10
lstm10
easyocr10
modeling-tool9
image-processing9
python9
machine-learning9
information-retrieval9
data-mining9
ocr9
pytorch9
deep-learning8
comsol4
Programming languages (3)
Github contributions (5)
adamfrees/adamfrees.github.io
Mar 2016 - May 2020
Repository for my website which contains details about my research, etc.
Contributions:2 PRs, 15 pushes, 1 branch in 4 years 3 months
details
adamfrees/comsol-builder
Apr 2019 - May 2019
This repository is intended to automate the construction of COMSOL models of semiconductor quantum dot devices.
Contributions:20 commits, 11 PRs, 58 pushes in 25 days
comsol
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