Nathaniel Burnham
Staff Machine Learning Engineer at Seekr Technologies
Los Angeles Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolNathaniel Burnham is a Staff Machine Learning Engineer with 11 years of experience building production ML systems, embedded vision pipelines, and robotic platforms across startups and research labs. He has led architecture and execution from device-to-cloud—shipping on-device TensorFlow Lite models, Android data pipelines, and scalable Kubernetes-backed ML services that processed billions of images monthly. As a founder and early employee multiple times, he blends product-driven engineering with hands-on implementation, having built agent frameworks, dynamic internal tooling, and annotation systems that dramatically reduced labeling costs. His background in embedded systems, CAD and custom electronics informs a pragmatic approach to deploying ML in constrained hardware, while his teaching and leadership roles reflect strong mentorship and cross-functional collaboration. Based in Los Angeles, he repeatedly turns prototypes into shipped products and is comfortable writing everything from C++ TensorFlow ops to full-stack TypeScript applications.
11 years of coding experience
9 years of employment as a software developer
Master of Science in Engineering Computer Engineering, Master of Science in Engineering Computer Engineering at Mercer University
Stackoverflow
707reputation
44kreached
12answers
14questions
Github Skills (52)
autoscaling10
python10
machine-learning10
pokemongo10
tensorflow10
ml9
deep-neural-networks9
slack9
neural-network9
deep-learning9
telegram9
script9
docker8
kubernetes8
async8
Programming languages (7)
Github contributions (5)
nburn42/lab
Dec 2016 - Apr 2026
Contributions:5 pushes, 2 branches in 9 years 5 months
pytorchagent-basedagentdeep-learningreinforcement-learning
nburn42/nburn42_deep_q
Jul 2016 - Oct 2016
Contributions:30 commits, 23 pushes, 3 branches in 3 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.