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Exploring the unexplored!
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Exploring the unexplored!

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prawinsankar-ta/README.md

πŸ‘‹ Hi, I'm Prawin Sankar

Robotics & AI Engineer | GenAI β€’ Autonomous Systems β€’ Agentic AI

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πŸš€ About Me

I'm a Robotics & AI Engineer specializing in autonomous systems, perception pipelines, and GenAI-powered solutions. My work bridges the gap between cutting-edge research and real-world deployment, focusing on:

  • πŸ€– Autonomous Navigation in GPS-denied & constrained environments
  • πŸ‘οΈ Vision-based Perception (VIO, SLAM, object detection)
  • 🧠 GenAI & Agentic AI workflows for enterprise automation
  • ☁️ End-to-end ML pipelines with cloud-native deployment
  • πŸ§ͺ Sim-to-Real validation (SITL, Gazebo, Isaac Sim)

πŸ› οΈ Technical Expertise

πŸ€– Robotics & Autonomy

  • Frameworks: ROS / ROS2, PX4, ArduPilot
  • Core Skills: Motion Planning, Control, Sensor Fusion
  • Simulation: Gazebo, NVIDIA Isaac Sim, SITL

πŸ‘οΈ Computer Vision & ML

  • Libraries: OpenCV, YOLOv5, TensorFlow, PyTorch
  • Sensors: RGB-D, LiDAR, Visual-Inertial Systems
  • ML Ops: Model training, optimization, deployment

🧠 GenAI & Agentic Systems

  • LLM-powered chatbots & voicebots
  • Agentic workflows for task automation
  • REST API–driven AI integrations

☁️ Cloud & DevOps

  • Platforms: AWS (EC2, S3, Lambda, SageMaker)
  • Tools: Docker, Git, CI/CD pipelines
  • Focus: Scalable ML deployment

πŸ’Ό Featured Projects

πŸ›©οΈ Autonomous Quadcopters for Warehouse Inventory

Vision-based drone system for automated inventory audits using ROS and OpenCV.
Tech Stack: ROS, Python, OpenCV | Simulation + Real-world deployment

🧠 Agentic AI Workflows for Enterprise Automation

ML-driven and LLM-based agent workflows automating complex business processes.
Tech Stack: Python, AWS, REST APIs, LLMs

πŸ‘“ XR-based AI Yoga & Training Platform

Virtual reality AI tutoring system for guided yoga and exercise with real-time feedback.
Tech Stack: Unity3D, XR, Computer Vision


πŸ“š Research & Publications

  • Autonomous and Robotic Systems β€” ICACCS, STCR, Journal of Critical Reviews
  • AR/VR-based Education β€” Training systems and interactive learning
  • Robotics Systems β€” Modeling, control, and perception

πŸ“Š GitHub Analytics

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🀝 Let's Build Together

I'm always open to collaborating on:

  • πŸ€– Robotics & Autonomous Systems
  • 🧠 GenAI / Agentic AI Applications
  • 🎯 Applied Machine Learning & Perception

πŸ“¬ Reach out β€” I'm happy to learn, build, and share ideas!

"Making robots smarter, one algorithm at a time." πŸš€

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  1. deep-Unet-Satellite-Img-Segmentation deep-Unet-Satellite-Img-Segmentation Public

    A deep learning project utilizing the Deep UNet architecture for semantic segmentation of satellite imagery. This model is designed to process and analyze agricultural datasets, enabling applicatio…

    Python 1

  2. Image-Segmentation Image-Segmentation Public

    UNet architecture

    Jupyter Notebook

  3. Machine-Learning Machine-Learning Public

    Jupyter Notebook