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AhmedNasr7/README.md

Hi πŸ‘‹, I'm Ahmed Nasr

A Machine Learning Engineer Based in Cairo, Egypt

ahmednasr7

  • πŸ”­ I’m currently working on Physics-Informed Neural Networks, LLM-based pipelines, and Multimodal AI systems.
  • πŸ“š I’m actively learning LLMs, Edge ML, and Scientific Machine Learning.
  • πŸš€ I’m passionate about AI research, scientific computing, and building scalable ML systems.
  • 🀝 I’m looking to collaborate on open-source ML tools and innovative AI projects.
  • πŸ’¬ Ask me about Computer Vision, PyTorch, LLMs, NLP, and ML Deployment.
  • πŸ“„ View my experience here (Resume)
  • πŸ”— Check out my work on GitHub

πŸ› οΈ What I Usually Build & Explore:

  • πŸ“· Computer Vision & 3D Perception: 2d/3d Object detection, Tracking, segmentation, image alignment, video understanding, LiDAR point cloud perception.
  • 🧠 LLMs & NLP: Large Language Models (Gemini, GPT, open-source), structured output generation, document parsing, semantic retrieval, RAG pipelines.
  • πŸ§β€β™‚οΈ Speech & Audio ML: Speech-to-text, captioning, classification,
  • πŸŽ₯ Multimodal AI: Vision-language understanding, video captioning, scene classification, and multimodal retrieval.
  • πŸ“ˆ Scientific ML & PINNs: Neural PDE solvers, physics-informed architectures, operator learning.
  • πŸ“¦ Edge ML & Deployment: Running AI on low-power devices, optimizing inference, Docker, TorchServe, and cloud APIs.
  • πŸ€– Robotics & Drones: Visual perception, autonomous scene understanding.

🧭 Topics I'm Exploring & Excited About:

  • 🌌 Physics & Scientific Modeling β€” differential equations, dynamics, simulation
  • 🚁 Robotics & Drones β€” autonomy, control, planning, and AI perception modules
  • 🧬 Computational Neuroscience β€” biologically-inspired learning, spiking neural nets

Connect with me:

LinkedIn - Ahmed Nasr

Languages and Tools:

Python PyTorch TensorFlow Scikit-learn OpenCV Linux Git Docker MongoDB Pandas MATLAB Bash C++

Top Langs

 GitHub Stats

GitHub Streak

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  1. Route-Planning-Project Public

    C++ implementation of A* Search Algorithm for finding the shortest path between two nodes on OpenStreetMap data.

    C++ 4

  2. RIR_Estimator Public

    Unofficial Pytorch Implementation for Neural Network Room Impulse Estimation from Speech

    Python 1

  3. self-supervised-approaches Public

    Experiments with Self-Supervised approaches in Pytorch and Pytorch Lightning. This is intended to learn about the current SSL neural network methods

    Python

  4. Smart-Home-with-FreeRTOS Public

    Forked from MohamedAliRashad/Smart-Home-with-FreeRTOS

    Smart Home project based on Tiva C

    C

  5. vision-models Public

    Python