Pavel Surmenok
Senior Machine Learning Engineer, Autopilot at Tesla
Redwood City, California, United States
Summary
👤
Senior🎓
Top SchoolPavel Surmenok is a machine learning engineer with 11 years of experience and engineering management background, focused on building computer vision systems for autonomous vehicles. Based in Redwood City, he blends hands-on model development with team leadership to deliver perception stacks that operate in real-world driving conditions. He holds BS and MS degrees in Computer Science from Siberian State Aerospace University and writes about ML topics on Medium, signaling an active engagement with the research and practitioner communities. Pavel’s work emphasizes practical deployment of vision models for autonomy, and his longstanding passion for self-driving cars drives both his engineering and public writing.
11 years of coding experience
10 years of employment as a software developer
BS, Computer Science, BS, Computer Science at Siberian State Aerospace University
English, Russian
Stackoverflow
4,622reputation
669kreached
34answers
16questions
facebook
top-1%
Github Skills (51)
pytorch10
convolutional-neural-networks10
loss-functions10
python10
data-science10
machine-learning10
facebook10
ml10
fastai10
learning-rate10
deep-learning10
tensorflow10
deep-neural-networks10
gpu10
neural-network10
Programming languages (4)
Github contributions (5)
surmenok/DeepSpell
Dec 2016 - Jan 2019
a Deep Learning based Speller
Contributions:27 commits, 1 PR, 2 pushes in 2 years 1 month
nvidia-dockerspellercaffe2deep-learningmachine-learning
surmenok/GTSRB
Jan 2018 - Oct 2019
Convolutional Neural Network for German Traffic Sign Recognition Benchmark
Contributions:1 review, 9 commits, 7 pushes in 1 year 9 months
signbenchmarktrafficconvolutional-neural-networkcomputer-vision
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