You can go through embedded links for implementation videos.
- Inverse Reinforcement Learning for Off-road Autonomy (research)
- DARPA-funded RACER Program on building high-speed level 4 autonomous vehicles
- Pong AI Player
- Tetris AI Player
- Multi-robot Formation and Autonomous Navigation (6-month project)
- PI: Prof. Santosh Devasia
- See here how robots follow each other and here how they do formation
- Made robots track each other and platoon in line, configurable triangle using fiducial tagging and sensor fusion techniques
- Built state-space models for different objectives and used 2 linear operators to obtain accurate and stable formation
- Executed Hand-gesture Controlled Mobile Robot using OpenCV and Google’s Mediapipe that can eliminate joystick teleop
- CUDA-based Depth Estimation using StereoVision(Slides)
- Semantic Segmentation for Self-driving Cars*(Slides)
- Hand-gesture Controlled Mobile Robot*
- Intelligent Water Management System using Machine Learning (Senior Thesis)
- SAE BAJA Off-road Vehicle (25-member cross-functional team)
- Worked for three years as Captain, Designer, and Driver
*
indicates implementation only i.e., modifying pre-existing techniques according to the use case.