Mark Cramer
ML Product Manager at Bumble Inc.
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolMark Cramer is an ML product leader and founder with 10+ years turning AI research into commercial products, from launching PARC’s first NLP SaaS to building Rank Dynamics’ search AI that reached 5M daily users and $10M revenue. He led video retrieval and ranking at Meta for systems serving over 1B monthly active users and has hands-on experience migrating ML infrastructure to GPUs and shipping PyTorch/TensorFlow models at scale. Equally comfortable with model architecture discussions and executive strategy, he’s driven multiple 0-to-1 products and operationalized research into repeatable revenue streams. His background spans startups, corporate R&D and platform roles, including interim AI leadership at Pebl and current ML product consulting for Bumble. A Stanford AI certificate, Harvard MBA and MIT EE provide both technical depth and business acumen, while six patents and academic publications hint at a sustained research-to-product focus. Notably, he pairs entrepreneurial grit with practical engineering—he built backend systems that processed billions of queries and led browser-distributed ranking tech with millions of downloads.
10 years of coding experience
28 years of employment as a software developer
European Community, European Community at Sciences PoSouth Plantation High SchoolBachelor’s Degree, Electrical Engineering, Bachelor’s Degree, Electrical Engineering at Massachusetts Institute of TechnologyMaster of Business Administration - MBA, Finance, General, Master of Business Administration - MBA, Finance, General at Harvard UniversityGraduate Certificate in Artificial Intelligence, Computer Science, Graduate Certificate in Artificial Intelligence, Computer Science at Stanford University
French, English
Stackoverflow
2,714reputation
1.1mreached
32answers
23questions
pytorch
top-5%
Github Skills (77)
spelling10
spellchecker10
rnn-tensorflow10
web-application9
pytorch9
nodejs9
nvidia9
javascript8
intel8
process-monitoring8
power-management8
amdgpu8
ghost8
cms7
command-line-tool7
Programming languages (6)
Github contributions (5)
mdcramer/cs229-Rekall
Nov 2019 - Mar 2025
Dumping ground for Rekall VLDB 2020 experiments
Contributions:25 pushes in 5 years 4 months
vldbdumpinggrounddumping-ground
mdcramer/mdcramer.github.io
Oct 2017 - Jul 2022
Contributions:131 commits, 119 pushes, 1 branch in 4 years 9 months
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