Adithya Mohan
Senior Machine Learning Engineer at Stack AV
Manchester, New Hampshire, United States
Summary
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Senior🎓
Top SchoolAdithya Mohan is a Senior Machine Learning Engineer with 8 years of experience specializing in AI, deep learning, and robotics, currently based in Manchester, NH. He blends academic research—developing deep reinforcement learning for robot navigation at the University of Cincinnati—with applied R&D, delivering production-ready perception and simulation systems at DEKA and Stack AV. His work spans LIDAR and camera calibration, 3D object detection, sensor modeling, and synthetic data generation using VAEs/GANs, and he has accelerated CPU model performance through quantization efforts. Comfortable across C/C++, Python, PyTorch/TensorFlow, ROS, Unity, and compute-shader simulation, he builds end-to-end pipelines from simulator to deployment. Notably, he created LIDAR re-rendering and dynamic obstacle behavior models using DRL to recreate rare edge cases for safer autonomy. He combines a strong embedded-hardware background (FPGA, Raspberry Pi, Arduino) with cloud data pipelines and GUI tooling, enabling both rapid prototyping and scalable ML systems.
8 years of coding experience
7 years of employment as a software developer
Master's degree Electrical Engineering, Master's degree Electrical Engineering at University of CincinnatiBachelor's degree Electrical Electronics and Communications Engineering, Bachelor's degree Electrical Electronics and Communications Engineering at Sri Sai Ram Institute Of TechnologyNanodegree in Deep Reinforcement Leanring Artificial Intelligence, Nanodegree in Deep Reinforcement Leanring Artificial Intelligence at Udacity
Stackoverflow
1reputation
0reached
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Github Skills (34)
computer-vision7
opencv7
cpp7
nuget-package6
cmake6
python6
uncertainty5
nuget4
image-processing4
image-recognition4
deep-learning3
dotnet3
robotics3
pytorch3
image-classification3
Programming languages (4)
Github contributions (5)
AdithyaVenkateshMohan/gym_gazebo_BatBots
Oct 2019 - Mar 2020
Contributions:21 commits, 15 pushes, 5 branches in 5 months
AdithyaVenkateshMohan/selflearningRobotArm
May 2018 - May 2023
Contributions:2 pushes, 1 branch in 5 years
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