Robotics Graduate

I'm a dedicated robotics engineering student with a passion for creating intelligent systems that solve real-world problems. My journey combines Python, ROS2, and machine learning. I am actively seeking roles in Robotics Software Engineering, Autonomous Navigation (SLAM), Computer Vision, and AI/ML, where I can apply my expertise in ROS2, Python, C++, and deep learning to build and deploy robust, state-of-the-art autonomous systems.
University of Manchester, Manchester, United Kingdom
2025 - Current
SRM Institute of Science and Technology, Chennai, India
2020 - 2024

C-Square Info Solutions (Subsidiary of Reliance Retail)
AUG-2024 to MAY-2025

Qentelli Solutions
FEB-2024 to APR-2024
National University of Singapore
DEC-2023 to JAN-2024

C-Square Info Solutions (Subsidiary of Reliance Retail)
SEP-2023 to NOV-2023
A comprehensive overview of my technical expertise across robotics, AI, and embedded systems.
A showcase of engineering work across robotics, machine learning, and software development.
[MSc Dissertation] Retrieval-weighted credit assignment for reinforcement learning from delayed reward. VCBM concentrates learning signal on the causally relevant decision points in a trajectory instead of spreading it uniformly, via two instantiations: statistical causal discovery with Welford value estimation in a tabular MDP (beating a RUDDER return-redistribution baseline — 95.07% correct-decision rate in a mean of 1,532 vs. RUDDER's 3,327 episodes across 20 seeds), and retrieval-weighted advantage blending for an LLM agent trained with LOOP inside the AppWorld benchmark.
Insights and recommendations from professors and mentors who have guided my journey.

Dr.B.Aarthi

Dr. Sri Devi

Dr. Faritha Banu

Mohan Raj

Vijay Kanna