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@spsingh37
spsingh37
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Surya Pratap Singh spsingh37

Passionate Roboticist @ CURLY Lab, UMich

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spsingh37/README.md

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Hi 👋 I'm Surya

💫 About Me:

I am a Research Engineer at the Computational Autonomy and Robotics (CURLY) Lab at the University of Michigan. I am passionate about developing and applying machine learning and computer vision techniques to autonomous robotic systems, with a focus on SLAM, 3D vision, perception, reinforcement learning, state estimation, and motion planning. Additionally, I enjoy exploring AI applications in other domains, such as healthcare, to drive meaningful impact.

🚀 What I'm Up To

  • 🔍 Currently looking for full-time roles
  • 🤖 Building an autonomous stack for a marine surface vehicle

🌐 Connect with me:

LinkedInEmail

💻 Tech Stack:

Languages:

Python   C++   MATLAB

Developer Tools:

Git   Visual Studio Code

Libraries/Frameworks:

PyTorch   Docker   ROS   MuJoCo   OpenCV   SolidWorks

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  1. SelfDriveSuiteSelfDriveSuitePublic

    This is a comprehensive project focused on developing advanced algorithms for autonomous driving, including adaptive cruise control, model predictive control (MPC), and robust scene understanding i…

    Jupyter Notebook 4 1

  2. UAV-SaR-TrackingUAV-SaR-TrackingPublic

    This is a ROS package designed to implement Q-learning algorithm for the autonomous navigation of unmanned aerial vehicles (UAVs) in search-and-rescue (SaR) operations. It can also be used to train…

    C++ 11 1

  3. biorobotics/Wombat_robosuitebiorobotics/Wombat_robosuitePublic

    This work builds on top of mujoco-powered robosuite framework, and is designed for learning object-agnostic control policy for pick-and-place operations on a novel 6-DoF parallel manipulator using …

    Python 1

  4. Robot-Navigation-SLAMRobot-Navigation-SLAMPublic

    The project builds a comprehensive robotic system capable of autonomous navigation. This includes designing a feedback controller to regulate motor speed and a velocity-based movement controller, i…

    C 5

  5. KinoVisionKinoVisionPublic

    This is a comprehensive project aimed at developing computer vision algorithms integrated with the kinematics of a 5-DOF manipulator. The project focuses on detecting and manipulating blocks within…

    HTML 2

  6. 3D_Liver_Tumor_segmentation3D_Liver_Tumor_segmentationPublic

    This project compares the performance of UNet, ResUNet, SegResNet, and UNETR architectures on the 2017 LiTS dataset for liver tumor segmentation. We evaluate segmentation accuracy using the DICE sc…

    Jupyter Notebook 11 2


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