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 (146)
multi-agent-reinforcement-learning10
realsense10
in-app-purchase10
intel10
camera10
sdk10
pettingzoo10
hyperparameter-tuning10
computer-vision10
deep-reinforcement-learning10
payment-methods10
camera-api10
pytorch10
multi-agent10
evolutionary-algorithms10
Programming languages (9)
Github contributions (5)
gonultasbu/sigver_v2
May 2019 - Feb 2024
Contributions:26 pushes, 1 branch in 4 years 9 months
gonultasbu/pdf_merge
Oct 2018 - Feb 2022
I hated using online tools for merging my PDF files so I wrote a simple Python 3.6 script to merge all PDF files in a folder to a new PDF file.
Contributions:7 releases, 17 commits, 3 PRs in 3 years 5 months
pythonpdfpython-3-6pdf-mergermerger
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