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Exploring the unexplored!
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Exploring the unexplored!

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prawinsankar-ta/README.md

Hi, I'm Prawin Sankar 👋
Robotics & AI Engineer | GenAI • Autonomous Systems • Agentic AI 🤖🧠

I am a Robotics & AI Engineer with hands-on experience building autonomous robotic systems, ML-driven perception pipelines, and GenAI-powered agentic workflows.

My work spans vision-based navigation for aerial robots, deep learning systems from data to deployment, and cloud-native AI solutions for real-world applications. I enjoy working at the intersection of AI systems, robotics autonomy, and scalable deployment.


🌐 Connect with Me

         


🔬 Current Focus Areas

  • 🤖 Autonomous navigation in GPS-denied & constrained environments
  • 👁️ Vision-based perception (VIO, SLAM, object detection)
  • 🧠 GenAI & Agentic AI workflows for enterprise automation
  • ☁️ End-to-end ML pipelines and deployment on AWS
  • 🧪 Simulation-to-real validation (SITL, Gazebo, Isaac Sim)

🛠️ Tech Stack

🤖 Robotics & Autonomy

  • ROS / ROS2, PX4, Ardupilot
  • Motion Planning, Control, Sensor Fusion
  • Gazebo, NVIDIA Isaac Sim, SITL

👁️ Computer Vision & Machine Learning

  • OpenCV, YOLOv5
  • TensorFlow, PyTorch, Scikit-learn
  • RGB-D, LiDAR, Visual-Inertial systems

🧠 GenAI & Agentic Systems

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

☁️ Cloud & MLOps

  • AWS, Docker, Git
  • Model training → inference → deployment pipelines

🚀 Featured Projects

🛩️ Autonomous Quadcopters for Warehouse Inventory
Vision-based drone system for automated inventory audits using ROS and OpenCV.
Tech: ROS, Python, OpenCV, Simulation + Real-world deployment

🧠 Agentic AI Workflows for Enterprise Automation
Designed ML-driven and LLM-based agent workflows for automating business processes.
Tech: Python, AWS, REST APIs, LLMs

👓 XR-based AI Yoga & Training Platform
Virtual reality–based AI tutoring system for guided yoga and exercise.
Tech: Unity3D, XR, Computer Vision


📄 Research & Publications

  • Autonomous and robotic system design (ICACCS, STCR, Journal of Critical Reviews)
  • AR/VR-based education and training systems
  • Robotics system modeling, control, and perception

📊 GitHub Stats


🤝 Let’s Collaborate

I’m always excited to collaborate on projects involving:

  • Robotics & Autonomous Systems
  • GenAI / Agentic AI
  • Applied Machine Learning & Perception

Feel free to reach out — happy to learn, build, and share ideas!

Pinned Loading

  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