Douglas Holman
Staff Machine Learning Engineer at Flock Safety
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolDouglas Holman is a hands-on Staff Machine Learning Engineer based in Berkeley with eight years of experience designing, deploying, and maintaining production ML systems and leading high-performing teams. He has progressed from academic research in deep learning and genetics to applied roles across industry—shaping ML strategy and implementation at Flock Safety after senior positions at Modzy, Booz Allen, and Zymergen. Douglas blends expertise in deep learning, reinforcement learning, probabilistic graphical models, and unsupervised learning with strong software engineering practice, enabling reliable model delivery in safety- and mission-critical products. His background in applied mathematics (including algebraic geometry and computational algebraic topology) gives him a distinctive theoretical lens for tackling complex modeling problems. Colleagues know him as a technical leader who stays hands-on in code while mentoring scientists and engineers to scale ML from prototype to production.
8 years of coding experience
6 years of employment as a software developer
Master's degree, Master's degree at University of PennsylvaniaHonors Bachelor of Science, Honors Bachelor of Science at Oregon State UniversityStanford University
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (59)
memory-allocation10
cpu10
perf10
memory-consumption10
profiling10
scalene10
performance-tuning10
visual-question-answering10
cpu-profiling10
profiler10
jupyter9
notebook9
python9
gpu-programming9
gpu9
Programming languages (9)
Github contributions (5)
DHolmanCoding/python-template
Aug 2020 - Dec 2022
Contributions:1 review, 63 commits, 3 PRs in 2 years 4 months
DHolmanCoding/snippets
Aug 2019 - Jan 2020
Contributions:50 pushes, 1 branch in 5 months
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