Ryan Marten

Founding Engineer at South Park Commons

San Francisco, California, United States
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Summary

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Rockstar
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Top School
Ryan Marten is an AI researcher and software engineer with a decade of experience building vision and learning systems and shipping production software from startups to research labs. Currently at Laude Institute after founding and scaling early technical efforts at Bespoke Labs and Simplicit AI, he blends hands-on engineering with research rigor gained from roles at AI2, MIT CSAIL, and Oxford. His academic work includes creating GRIT, a benchmark for evaluating general vision models, and teaching graduate courses in deep learning and computer vision. Comfortable across the stack, he has production experience with Docker, AWS, and instrumentation systems and a track record of turning research ideas into deployable tools. Based in San Francisco, he’s as likely to be debugging model calibration as he is out on a long run — a habit that fuels his persistence and focus. Colleagues describe him as a builder who watches machines learn and steers that curiosity toward practical, generalizable solutions.
code10 years of coding experience
job2 years of employment as a software developer
bookExtracurricular Advanced Mathematics, Extracurricular Advanced Mathematics at Russian School of Mathematics
bookCreative Destruction Lab Student, Creative Destruction Lab Student at University of Toronto - Rotman School of Management
bookBachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at University of Toronto
bookBachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at University of Toronto - University of Trinity College
bookMaster of Science - MS Computer Science, Master of Science - MS Computer Science at University of Illinois Urbana-Champaign
bookWestwood High School
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Stackoverflow

Stats
70reputation
55kreached
3answers
0questions
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Github Skills (137)

github10
python10
datasets10
deep-learning10
vertex-ai10
prompt10
llmops10
fine-tuning10
golang10
synthetic-data10
visual-question-answering10
reasoning10
git10
llama10
gateway10

Programming languages (11)

TypeScriptJuliaShellTeXJavaScriptGoHTMLJupyter Notebook

Github contributions (5)

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RyanMarten/delicountr

Jun 2016 - Mar 2020

Contributions:63 commits, 14 PRs, 55 pushes in 3 years 10 months
bespokelabsai/curator

Nov 2024 - Mar 2025

Synthetic data curation for post-training and structured data extraction
Contributions:3 releases, 162 reviews, 159 PRs in 4 months
agentsdeep-learningfine-tuninginstruction-tuningllm
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Ryan Marten - Founding Engineer at South Park Commons