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Tanmay0929/README.md

πŸ‘‹ Hello, I'm Tanmay Pancholi

πŸŽ“ Masters in Robotics @ University of Maryland, College Park
πŸ” Actively seeking full-time opportunities in the domains of Machine Learning, Automation, Integration & Computer Vision
πŸ€– Exploring AI & Deep Learning Techniques


πŸ”¬ Research & Projects

πŸš€ Graduate Research Scholar @ UMD Robotics Lab (Jan 2024 - Till date)

πŸ”Ή Project: Triage Challenge by Defense Advanced Research Projects Agency (DARPA)
πŸ”Ή Advisor: Dr. Derek Paley (Director, Maryland Robotics Center)
πŸ”Ή Role: Machine Learning & Dataset Management Lead

πŸ’‘ Key Tasks:
βœ” Manage data collection events & curate datasets for Team RoboScout UMD
βœ” Train & fine-tune visual classifiers to infer injury patterns in manikins/human actors
βœ” Optimize ResNet, EfficientNet, and ViT models for medical image classification
βœ” Develop custom Stable Diffusion pipelines for synthetic image generation
βœ” πŸ† Achievements: 3rd place in Challenge 1 (Oct 2024) | Currently competing in Phase 2


πŸ› οΈ Skills & Tech Stack

πŸ’» Programming: Python, C++, MATLAB
πŸ€– Robotics & Perception: ROS, OpenCV, SLAM, NumPY
🧠 AI & ML: PyTorch, TensorFlow, Scikit-Learn, Deep Learning
πŸ“Š Dataset & Model Management: Stable Diffusion, Data Augmentation, NVIDIA CUDA
⚑ Development: Linux, Git, Docker


πŸ“Œ Featured Projects

πŸ”Ή BRUNO Quadruped Robot
Designed a 12-DOF quadruped robot with ROS2 integration and LiDAR-based navigation.

πŸ”Ή VedasGPT
Developed a conversational AI model fine-tuned on ancient Indian scriptures to provide insights and explanations.

πŸ”Ή TurtleBot Maze Navigation
Implemented autonomous maze navigation for TurtleBot3 using ARUCO markers and ROS2.

(Check out more in the Repositories section!)


🌍 Let's Connect!

πŸ“¬ Email | πŸ”— LinkedIn | 🌐 Portfolio

πŸš€ Let’s build the future of AI-driven robotics together!
Β 

Popular repositories Loading

  1. RW2 RW2 Public

    C++

  2. Bruno_Quadruped_Sim Bruno_Quadruped_Sim Public

    Forked from MayankD409/Bruno_Quadruped_Sim

    This repository contains all the code required to simulate Bruno quadrupedal robot using ROS2

    C++

  3. Tanmay0929 Tanmay0929 Public

  4. Line_Following_Drone Line_Following_Drone Public

    Forked from ARLab2018/Line_Following

    OTSU Algorithm implemented in Python3

    C++

  5. Gesture_Controlled_Drone Gesture_Controlled_Drone Public

    Forked from ARLab2018/Gesture_Control

    PlutoX operated using Hand Gestures.

    C++

  6. ros-sensor-fusion-tutorial ros-sensor-fusion-tutorial Public

    Forked from methylDragon/ros-sensor-fusion-tutorial

    An in-depth step-by-step tutorial for implementing sensor fusion with robot_localization! πŸ›°