Trenton Osborn
Machine Learning Engineer at Meta
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolTrenton Osborn is a Machine Learning Engineer with 11 years of experience building production ML systems across Big Tech and startups, currently working on Modern Recommendation Systems at Meta in New York. He has deep hands-on expertise in training and inference frameworks for large models, having contributed to AXLearn and GenAI infrastructure at Apple, and earlier improved ML tooling and model management at Weights & Biases. His background spans applied algorithms and signal processing for health analytics at Verily/Google, real-time feature engineering, and distributed training pipelines for energy and mobility analytics as a consultant. Trenton’s strong mathematical training (including programs at HSE, Princeton, Cornell and a math degree from Baylor) complements his engineering practice, enabling him to translate advanced modeling ideas into reliable, scalable systems. A recurring theme in his career is bridging research and production: he partners with researchers to implement novel methods while hardening pipelines for real-world use.
11 years of coding experience
4 years of employment as a software developer
Mathematics, Mathematics at Baylor UniversityMath in Moscow, Math in Moscow at Higher School of EconomicsSummer Math Institute, Summer Math Institute at Cornell UniversitySummer Program in Analysis and Geometry, Summer Program in Analysis and Geometry at Princeton University
Github Skills (23)
pytorch10
visualization10
python10
data-science10
machine-learning10
reinforcement-learning10
hyperparameter-optimization10
keras10
data-versioning10
mlops10
deep-learning10
api10
tensorflow10
ai10
hyperparameter-tuning10
Programming languages (4)
Github contributions (5)
TOsborn/toy_problems
Sep 2019 - Feb 2021
Contributions:37 pushes, 2 branches in 1 year 4 months
TOsborn/patchwork
Jul 2018 - Jul 2018
All the Git-it Workshop completers!
Contributions:1 push, 1 branch in 1 day
subversionworkshopgit-addonsgit-gui
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