Neelesh Kumar

Experience

• 

  TRUMPF North America

  Jun 2016 - Sept 2016

  Machine Vision/Robotics Intern

  Developed laser beam inspection software for laser collimation, designed and developed software for vision guided pick and place robot in LabVIEW, developed software for automated glue dispensing using vision in LabVIEW

• 

  Rutgers University

  Jan 2017 - May 2017

  Part Time Lecturer

  PTL for Data Science course

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  Rutgers University

  Sept 2017 - Jun 2022

  -Developed interpretable deep learning methods for the classification of EEG signals for motor tasks.-Developed spiking neural networks based neuromorphic algorithms to classify EEG signals for energy-efficient brain-computer interface.-Developed spiking neural networks based neuromorphic algorithms for deep reinforcement learning to learn energy-efficient and optimal policies for robot navigation and control.-Developed a biologically plausible gradient-based learning framework for online training of spiking neural networks that performs as well as backprop while being orders of magnitude energy efficient. Show less

  • Graduate Research Assistant

    Sept 2019 - Jun 2022

  • Graduate Teaching Assistant

    Sept 2017 - Sept 2019
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  Procter & Gamble

  Sept 2022 - now

  AI R&D Scientist