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affanm16/README.md

Hi there, I'm Mohammad Affan! 👋

I'm a motivated DevOps/MLOps engineer with a strong background in Python development and data science. I enjoy building CI/CD pipelines, automating infrastructure, and creating end-to-end machine learning workflows for model deployment and monitoring. My passion lies in problem-solving, automation, and collaborating across teams to deliver efficient solutions.

📈 GitHub Stats

🔧 Technical Skills

Programming Languages

Python R SQL C

Version Control Systems

Git GitHub GitLab DVC
All Tools

Libraries & Frameworks

Flask FastAPI NumPy Pandas Scikit-Learn TensorFlow Keras bs4 scrapy SpaCy HuggingFace OpenCV Yolo Selenium

MLOps Tools

MLFlow Kubeflow TFX Apache Airflow

Databases & Data Storage

MySQL SQLite MongoDB Oracle

CI/CD Tools

GitHub Actions Jenkins GitLab

Containerization & Virtualization

Docker Kubernetes Helm Vmware-vsphere

Cloud Services and Hosting

AWS Heroku Streamlit Azure

Scripting and Automation

Python Bash Powershell

Monitoring and Logging

Prometheus Grafana CloudWatch

Visualization Tools

Tableau PowerBI Matplotlib Seaborn Plotly

🌱 What I'm Currently Working On

  • Developing my skills in MLOps and Big Data.
  • Expanding my knowledge in DevOps practices and tools.
  • Working on projects related to both MLOps and DevOps, focusing on automation, scalability, and cloud-based solutions.

💡 Projects

Real Estate Analysis Website

  • Developed a Real Estate Analysis website using Streamlit.
  • Web scraped data of over 10k properties using BeautifulSoup and Selenium.
  • Created a price prediction module and an analytics module to gain actionable insights interactively.

NYC Taxi Trip Challenge - End-to-End MLOps Project

  • Implemented version control with GitHub and DVC.
  • Tracked model development with MLflow and utilized FastAPI for testing.
  • Designed a CI/CD pipeline and deployed on AWS ECS for scalable deployment.

🌍 Connect with Me

LinkedIn      GitHub      HackerRank

Feel free to reach out, collaborate, or just chat about anything tech-related! 😊

Pinned Loading

  1. real_estate_analytics_website real_estate_analytics_website Public

    Python

  2. comment-analysis-plugin comment-analysis-plugin Public

    Jupyter Notebook

  3. data_science data_science Public

    Jupyter Notebook

  4. deep_learning deep_learning Public

    Jupyter Notebook

  5. DL_kidney_disease_classification_MLFLOW_DVC DL_kidney_disease_classification_MLFLOW_DVC Public

    PureBasic

  6. ASD-DETECTION ASD-DETECTION Public

    Python