Robotics & AI Engineer | MS Graduate Student at Texas A&M University
I build autonomous robotic systems focusing on how machines perceive complex environments, estimate state, and safely plan paths through dynamic spaces.
Robotics & AI Engineer | MS Graduate Student at Texas A&M University
I build autonomous robotic systems focusing on how machines perceive complex environments, estimate state, and safely plan paths through dynamic spaces.
This project focuses on developing a dynamic trajectory planning system for a KINOVA JACO2 7DOF robotic arm using Deep Reinforcement Learning (DRL). The objective is to enable the robotic arm to pl…
Combines heuristic nearest-neighbor planning with local 2-opt optimization for path refinement.
Python
PRM-Nav is a ROS2-based autonomous navigation system that uses Probabilistic Roadmaps (PRM) to plan and execute collision-free paths for a differential-drive robot in obstacle-filled environments
Python
To make the micromouse robot capable of reaching the centre of the given maze in the shortest possible time using maze solving algorithms.
The project entails two main objectives: to understand the entire architecture of the underlying neural network, and to implement a deep learning based image processing algorithm on an embedded dev…
Jupyter Notebook 6