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ahmedrana24/README.md

Hi there, I'm Ahmed Rana! 👋

🎓 AI & Data Science Student at FAST NUCES, Pakistan

Aspiring AI Engineer | MLOps Practitioner | Public Speaker

👨‍💻 About Me

I am a developer who loves the intersection of Artificial Intelligence and Production Engineering. My goal is not just to train models, but to build scalable, reliable AI Systems that solve real-world problems.

Beyond the terminal, I am a passionate communicator. I believe that the best engineering solutions need to be articulated clearly.

  • 🎤 2x TEDx Host
  • 🌍 International Conference Host
  • 🗣️ I love bridging the gap between technical complexity and human understanding.

🔭 Current Focus

I am currently transitioning from general application development to specialized AI Engineering.

  • Learning: Cloud Computing (AWS) & Agentic AI Systems.
  • Building: End-to-end MLOps pipelines and Computer Vision architectures.

🛠️ Tech Stack & Tools

Languages & Core: Python C++ SQL

AI & Machine Learning: PyTorch Scikit-Learn OpenCV Computer Vision

MLOps & Cloud: Docker AWS GitHub Actions DVC Airflow

🏆 Featured Projects

Here are a few projects that showcase my journey:

  • End-to-End MLOps Pipeline
    • A production-ready pipeline using AWS, Docker, DVC, and Airflow to automate model training and deployment.
  • Data Science & ML Portfolio
    • A collection of predictive models (Random Forest, Logistic Regression) solving real-world datasets like Housing Prices and Titanic Survival.

🌐 Connect with Me

LinkedIn Email

“The art of communication is the language of leadership.”

Popular repositories Loading

  1. DSHub DSHub Public

    DSHub is a GitHub-inspired platform for practicing data structures and algorithms through real-world collaboration, version control, and code reviews.

    C++

  2. Data-Science-ML-Portfolio Data-Science-ML-Portfolio Public

    A collection of machine learning projects demonstrating data preprocessing, feature engineering, and predictive modeling using Python and Scikit-Learn.

    Jupyter Notebook

  3. mlflow-model-comparison mlflow-model-comparison Public

    MLflow-based project for training, comparing, and tracking multiple machine learning models using reproducible MLOps workflows.

    Jupyter Notebook

  4. draper-app draper-app Public

    AI-powered wardrobe assistant with outfit recommendations, virtual try-on, and smart packing.

    JavaScript

  5. draper_v3 draper_v3 Public

    AI-powered wardrobe assistant with outfit recommendations, virtual try-on, and smart packing.

    TypeScript

  6. End-to-End-MLOps-Pipeline End-to-End-MLOps-Pipeline Public

    A production-ready machine learning pipeline featuring Data Versioning (DVC), CI/CD automation (GitHub Actions), orchestration (Airflow), and containerized deployment on AWS EC2 using FastAPI and D…

    Python