Peyman Yadmellat

Staff Deep Learning Engineering - Motion Planning at Woven by Toyota

San Francisco Bay Area United States
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Summary

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Senior
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Top School
Peyman Yadmellat is a Staff Deep Learning Engineer specializing in motion planning and control for autonomous vehicles, combining a Ph.D. in Electrical and Computer Engineering with 11 years of hands-on experience across industry and academia. He has led RL research, developed RL-friendly simulators, and driven system integration and road tests at scale for companies like Huawei and Woven by Toyota. His background spans control theory, magneto-rheological actuators, embedded systems, and geometric/heuristic optimization, enabling a unique blend of theoretical rigor and practical system design. Comfortable in C/C++, Python, ROS and MATLAB, he builds production-ready pipelines—from simulation to on-vehicle testing—while advancing novel RL approaches for safe, human-aware motion. An understated strength is his history of designing intrinsically safe actuators and haptic devices, reflecting a deep appreciation for physical system constraints that informs his autonomy work.
code11 years of coding experience
job17 years of employment as a software developer
bookPhD Electrical and Computer Engineering, PhD Electrical and Computer Engineering at Western University
bookAmirkabir University of Technology
languagesEnglish, Persian
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Github Skills (13)

gazebo-simulator6
rendering5
simulator5
ros5
robotics5
robotics-simulation5
simulation5
gazebosim4
physics4
robot-simulator4
ignition3
openscenegraph3
sdf3

Programming languages (2)

C++Python

Github contributions (5)

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pyadmell/flying-car-udacity

Mar 2018 - Jul 2018

Contributions:45 commits, 93 pushes, 1 branch in 4 months
Contributions:45 commits, 52 pushes, 6 branches in 2 months
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Peyman Yadmellat - Staff Deep Learning Engineering - Motion Planning at Woven by Toyota