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OmarFaig/README.md

💫 About Me

🚀 What I'm Currently Working On

  • C# .NET Development: Building a cross-platform weather application using C# with .NET and Avalonia UI, aiming for a seamless experience across devices.
  • Software Engineering: Continuously improving my skills in developing efficient, user-friendly applications and refining workflows with modern development practices.
  • MLOps & Automation: Working on streamlining machine learning workflows and optimizing deployment pipelines for production-ready AI solutions.
  • Computer Vision & AI: Experimenting with image recognition models, object detection, and custom transformer models in NLP to enhance understanding of advanced ML concepts.

🎯 Areas of Interest

  • Cross-Platform Application Development in C#/.NET
  • MLOps & Workflow Automation
  • Computer Vision & AI for Software Applications
  • Data Science and Analytics

📫 Let's Connect If you’re interested in collaborating, sharing ideas, or chatting about tech, feel free to connect with me on LinkedIn or drop me a message here!

🌐 Socials:

LinkedIn

💻 Tech Stack:

C# C++ HTML5 JavaScript LaTeX Python R YAML AWS Azure .Net Apache Spark FastAPI Flask Nodemon OpenCV Postgres Keras Matplotlib NumPy Pandas PyTorch scikit-learn TensorFlow GitHub GitLab CMake Jira Docker Kubernetes Postman

📊 GitHub Stats:



✍️ Random Dev Quote

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  1. Masterthesis Masterthesis Public

    Master thesis focuses on utilizing transfer learning techniques and object detection algorithms to analyze 3D LiDAR data, aiming to enhance the accuracy and efficiency of object recognition in auto…

    Jupyter Notebook 1

  2. VAE_vs_GAN VAE_vs_GAN Public

    Developed and experimented with linear, convolutional, and variational autoencoder (VAE) and GAN architectures for image generation, analyzing the performance in terms of reconstruction quality and…

    Jupyter Notebook

  3. Practical_Course_Overparametrized_Sigmoid_Autoencoder Practical_Course_Overparametrized_Sigmoid_Autoencoder Public

    Explored memory properties in neural networks using an overparameterized sigmoid autoencoder, including the role of attractor dynamics in encoding and retrieval processes.

    Jupyter Notebook

  4. Vision-Analytics-Hub Vision-Analytics-Hub Public

    Universal computer vision platform for analysis and visualization | Build custom CV pipelines with interactive dashboards | Work in Progress

    Jupyter Notebook 1

  5. component-ticket-tool component-ticket-tool Public

    The repo for a component managment tool with Jira RestAPI

    TypeScript

  6. LocalRAG LocalRAG Public

    Python