Shantanu Parab

About Me

As a Robotics Engineer specializing in machine learning architectures, I bring a strong foundation in PyTorch, production-grade C++ and Python coding, and advanced expertise in ROS 2. My focus is on designing intelligent, reliable robotic systems through sophisticated reinforcement learning solutions, elevating system efficiency and dependability for real-world applications. With a passion for pushing boundaries in robotics, I’m committed to transforming complex robotic challenges into streamlined, impactful solutions.



Work Experience

Trossen Robotics

Robotics and Machine Learning Intern

At Trossen Robotics, I served as a Robotics and Machine Learning Intern, integrating multi-camera support for Aloha Kits with Hugging Face, contributing open-source code, and fostering a dataset-sharing community. I developed educational resources—including a YouTube series and tutorials on imitation and reinforcement learning—boosting user engagement by 40%. Additionally, I optimized ROS2, Python, and C++ codebases into a unified data management interface, enhancing user experience by 30%, and designed a touchscreen interface that reduced operator dependence and setup time by 25%.

Jun 2024 - Present

Pytorch
ROS
Python
C++
Reinforcement Learning

Univeristy of Maryland

Teaching Assistant | Path Planning & Robot Modeling

At the University of Maryland, I taught and guided over 100 students on advanced robotics concepts, including RRT*, SLAM, and ROS 2, achieving a 95% project completion rate. I redesigned the curriculum to focus on hands-on problem-solving in robot kinematics, behaviors, and grasping techniques, which improved engagement and understanding by 40%. My efforts ensured students gained practical skills and a strong foundation in robotic systems.

Jul 2023 - May 2024

Path Planning
Robot Modelling
Python
C++
ROS

Accenture

Associate Software Developer

As an Associate Software Developer at Accenture, I worked with Intel as a client on their CIBR (Central Inventory Business Repository) system. I used PLSQL, scripting, and Python to solve and debug issues, as well as provide software support. During my time there, I utilized various tools such as PLSQL and Abinitio to ensure the efficient functioning of the system.

Jul 2021 - Jul 2022

PLSQL
Python
LINUX

ROBOCON CRCE

Team Captain

As a Lead of an Undergraduate Robotics team, I led a group of students to build robots from scratch based on different problem statements given by ABU Robocon. I was responsible for overseeing the design and development of the robots, from initial concept to final product.

Jun 2019 - Jul 2021

Python
Arduino
RaspberryPi
Solidworks


Education

Prof. Master's in Robotics

A James Clark School of Engineering

Graduated: May 2024

GPA: 3.97

Bachelor of Electronic Engineering

Fr. Conceicao Rodrigues College of Engineering

Graduated: May 2021

GPA: 3.65



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