Curriculum Vitae
General Information
Full Name | Nitish Gupta |
Languages | English (Business), Hindi (Native), Japanese (Beginner) |
Education
- 2022 - Present
PhD, Computer Science
North Carolina State University, NC, USA
- Research Interests
- Reinforcement Learning & Optimal Control
- Real-time Autonomous Systems
- Advisor
- Dr. David L. Roberts (Current), Dr. Zhishan Guo (Previous)
- Transfered PhD from University of Central Florida (2021 - 2022)
- Research Interests
- 2016 - 2018
Master of Science, Computer Engineering
University of Central Florida, FL, USA
- Research Interests
- Machine Learning
- Computer Vision
- Deep Learning
- Advisor
- Prof. Yaser P Fallah
- Thesis
- Research Interests
- Research - Intelligent Transportation Systems, Vehicular Networks, ADAS
- Research Interests
- 2010 - 2014
Bachelor of Engineering, Computer Engineering
University of Mumbai, India
- Ranked 1st amongst 120 students in the Electronics dept.
- Creative team head at Annual college festival -
Pegasus
Experience
- Jan 2022 - Present
Research Assistant
North Carolina State University, NC, USA
- Leading the F1tenth-autonomous racing platform development team
- Ranked 2nd in USA, 4th in time-trial and 5th in head-to-head internationally in the ICRA 2022 F1tenth competition
- Developement of OpenAI Gym environment and RL algorithms for scheduling
- Enabled communication & research collaboration of UCF with my previous employer NHK-I
- May 2021 - Aug 2021
Research Scientist
Unknot.id, Florida, USA
- Development of multi-modal data acquisition and visualization user tool with experiment management features
- Research and implementation of policy-based deep reinforcement learning algorithms for real-time localization via map-matching
- Nov 2018 - July 2020
Research Engineer
NHK International, Michigan, USA
- Prototyping and development of factory automation systems based on robotics and SOTA computer vision algorithms for a highly dynamic industrial environment
- Developed pipeline to acquire point cloud data from sensor, integration with ROS, point cloud segmentation, model fitting using RANSAC and ICP, model perception, robot motion & path planning with MoveIt
- Aug 2021 - May 2022
Research Assistant
University of Central Florida, FL, USA
- Developed & optimized Model Predictive Contouring Control algorithm for autonomous racing vehicles
- Collaborated on Stable Baseline 3 based Reinforcement Learning algorithms for autonomous racing
- Achieved best lap time in simulation race
- 2020
Founder and CEO
HugoPets Pvt. Ltd., Pune, India
- Feb 2017 - Aug 2018
Research Assistant
University of Central Florida, FL, USA
- Real-Time SIL Emulator for ADAS Testing and Validation - Sponsered by Ford Motor Company
- Designed and developed a unique and easily configurable emulation/simulation architecture to allow Software-In-Loop testing and validation of connected vehicle applications
- Small-scale Connected Autonomous Vehicle
- Mentored a team of 5 undergraduate students to build a fleet of vision sensors equipped small-scale autonomous vehicles to navigate using advanced planning algorithms and thus provide a test-bed for V2X safety applications
- Vehicle Safety Communications Applications - Sponsered by CAMP
- Research and development in DSRC based V2V Safety Networks, Model-based Information Networking for situation awareness in Automated vehicles
- Real-Time SIL Emulator for ADAS Testing and Validation - Sponsered by Ford Motor Company
- Sep 2014 - July 2016
Software Engineer
Tata Consultancy Services, Mumbai, India
- Business Intelligence Developer
Honors and Awards
- 2022
- Selected for Frank M. Hubbard Engineering Scholarship (Didn't accept as moved from UCF to NCSU)
- 2021
- Recipient of Graduate Dean's Fellowship
- Recipient of Hoglund Fellowship
- 2014
- Recipient of Dean's Award for Excellence in Academics
Technical Skills
-
Languages
- Python
- C/C++
- MATLAB
-
Libraries
- PyTorch
- TensorFlow/Keras
- OpenAI Gym
- OpenCV
- OpenAI Gym
- Keras
- Scikit-Learn
- Pandas
- Numpy
- Matplotlib
- PCL
-
Tools
- ROS1/ROS2
- Gazebo
- MoveIt
- Git
- Docker
- Linux
- SUMO (Simulation of Urban MObility)
- Qt
- VSCode
-
Hardware
- LIDAR
- Depth Camera
- NVIDIA Jetson boards
- Raspberry Pi
- Arduino
- IMU
Other Interests
- Hobbies: Chess, Reading, Traveling