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πŸ‘‹ Hey, I'm Raghav Nallaperumal

Robotics Software Engineer | MS Robotics @ WPI (4.0 GPA) | Perception β€’ Manipulation β€’ Control

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πŸ€– About Me

I build perception based control systems for autonomous robots that operate in unstructured environments. My focus is on deploying robust algorithms on real hardwareβ€”not just simulation.

Currently pursuing MS in Robotics Engineering at Worcester Polytechnic Institute with a 4.0 GPA, I specialize in bridging the gap between computer vision and physical robot control.

What I Do:

  • 🎯 Perception-Based Manipulation: Vision-guided grasping and object interaction
  • 🧠 Control Systems: MPC, LQR, Jacobian-based control for high-DOF systems
  • πŸ”§ Production Systems: Real-time software stacks with ROS 2 on industrial robots
  • πŸ“Š Sim-to-Real Transfer: System identification and parameter estimation

πŸ› οΈ Tech Stack

Languages

C++ Python MATLAB

Robotics & Frameworks

ROS 2 PyTorch OpenCV

Core Competencies

Perception & Vision

  • Visual-Inertial Odometry (VIO) β€’ SLAM β€’ Structure from Motion
  • NeRF β€’ Bundle Adjustment β€’ Deep Learning (PyTorch, Kornia)
  • Real-time object detection & pose estimation

Motion Planning & Control

  • Model Predictive Control (MPC) β€’ Linear Quadratic Regulator (LQR)
  • Jacobian-based control β€’ Trajectory Optimization
  • MoveIt 2 β€’ Nav2 β€’ System Identification

Software Engineering

  • ROS 2 (Humble) β€’ Gazebo β€’ PyBullet
  • Real-time systems β€’ PLC Programming (TwinCAT)
  • C++ (modern) β€’ Python β€’ Git

Hardware

  • Franka Emika Panda β€’ Intel RealSense D435
  • Crazyflie 2.0 β€’ Beckhoff TwinCAT PLC

πŸ“Š GitHub Stats

GitHub Stats

Top Languages

GitHub Streak

πŸ“« Let's Connect!

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⭐️ From N-Raghav | Building robots that see, think, and act

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