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RaviTejaNjr/README.md

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Typing SVG

Computer Vision & Edge AI Engineer

Coding

ravitejanjr

  • 🎓 M.Sc Mechatronics, Universität Siegen
  • 📘 Thesis at SICK GmbH
  • 🔭 Currently building:
    1. EdgeVision
    2. BraTS-Synthetic-T1CE: Synthetic MRI data
  • 🌱 Going deeper on Model optimisation for constrained hardware (TensorRT, quantisation, INT8) and LLMs
  • 💼 Open to Computer Vision / Perception / Edge AI roles in Germany
  • 📫 Reach me at g.raviteja414@gmail.com

🛠️ Tech stack

Languages

Python, C++, C, Bash MySQL PostgreSQL

Deep learning & computer vision

PyTorch, TensorFlow, OpenCV, scikit-learn YOLO Diffusion models

Edge & embedded

Raspberry Pi, Linux, CMake NVIDIA Jetson TensorRT CUDA ROS 2

MLOps & cloud

Docker, Kubernetes, GitHub Actions, AWS, Grafana MLflow ONNX

Work environment

VS Code, Git, GitHub, Anaconda, MATLAB Claude Code

🤝 Connect with me

linkedin instagram

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  1. Football_Player_Tracking Football_Player_Tracking Public

    This project uses YOLO (You Only Look Once) V8 object detection model and Supervision for detecting and annotating football players, referees, and ball in football match videos

    Jupyter Notebook 1

  2. EdgeVision EdgeVision Public

    EdgeVision-Production Edge AI Deployment on NVIDIA Jetson

    Python

  3. BraTS-Synthetic-T1CE BraTS-Synthetic-T1CE Public

    Generating synthetic MRI data for tumor segmentation

  4. RaviTejaNjr RaviTejaNjr Public