Burak Gonultas
Machine Learning Engineer at Noble Machines
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolBurak Gonultas is a Machine Learning Engineer based in Sunnyvale with eight years of interdisciplinary experience spanning robotics, reinforcement learning, and applied ML for fraud detection. He holds a PhD in Computer Science from the University of Minnesota and has blended academic research—differentiable physics, multi-agent deep RL, and field robotics with ROS2 and LiDAR—with industry work building production ML solutions. Recent roles include AI/ML internships tackling bust-out credit card fraud and a current Machine Learning Engineer position at Noble Machines, reflecting a shift from research prototypes to deployed systems. Burak’s background in both electronics/computer engineering and hands-on sensor/trajectory work gives him a practical edge when bridging perception, planning, and learning in real-world robots and ML products. Not obvious from titles alone, he has taught core systems and C/C++ courses, signaling strong foundations in low-level systems that inform his ML engineering.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of MinnesotaAbitur, Abitur at Istanbul Erkek LisesiBachelor's degree, Electronics and Communication Engineering, Bachelor's degree, Electronics and Communication Engineering at Istanbul Technical University
Turkish, English, German
Github Skills (111)
instagram10
automl10
realsense10
instagram-api10
sdk10
hyperparameter-tuning10
computer-vision10
deep-reinforcement-learning10
vivado10
merge10
camera-api10
physics-engine10
pytorch10
multi-agent10
evolutionary-algorithms10
Programming languages (11)
Github contributions (5)
gonultasbu/AgileRL
Nov 2023 - Mar 2026
Streamlining reinforcement learning with RLOps
Contributions:3 PRs, 95 pushes, 22 branches in 2 years 4 months
gonultasbu/gonultasbu
Aug 2020 - Jan 2026
Contributions:10 pushes, 1 branch in 5 years 6 months
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