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  • Debre Berhan , Ethiopia

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birhanumoges/README.md
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πŸš€ About Me

  • I'm a Data Scientist / AI & ML Engineer passionate about turning raw data into real-world impact.
  • Skilled in Python, Machine Learning,Next.js, Deep Learning, LLM and Predictive Modeling.
  • I love exploring complex datasets, engineering features, and building models that actually ship.
  • Currently deep into RAG pipelines, and MLOps.
  • Always learning β€” from classic statistics to the latest in generative AI.

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πŸ”„ How I Work β€” From Data to Deployment

flowchart LR
    A["πŸ“₯ Collect Data"] --> B["🧹 Clean & Explore"]
    B --> C["πŸ› οΈ Feature Engineering"]
    C --> D["πŸ€– Train Models"]
    D --> E["πŸ“ Evaluate & Tune"]
    E --> F["πŸš€ Deploy to Production"]
    F --> G["πŸ“‘ Monitor & Improve"]
    G -.->|feedback loop| C

    style A fill:#0f2027,color:#fff
    style B fill:#203a43,color:#fff
    style C fill:#2c5364,color:#fff
    style D fill:#00b4d8,color:#000
    style E fill:#0096c7,color:#fff
    style F fill:#0077b6,color:#fff
    style G fill:#023e8a,color:#fff
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🧩 My Core Focus Areas

mindmap
  root((Birhanu<br/>Moges))
    Data Science
      Statistics
      EDA & Visualization
      Predictive Modeling
    Machine Learning
      Scikit-learn
      XGBoost
      SHAP Explainability
    AI Engineering
      LLMs
      RAG Pipelines
      Vector Search
    MLOps
      Docker
      FastAPI
      Model Monitoring
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🧰 Tech Stack & Skills


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πŸ’» Languages


πŸ€– Machine Learning / Deep Learning

πŸ“Š Data & Visualization


☁️ MLOps, Databases & Deployment


πŸ› οΈ Tools & Workflow

πŸ“ˆ GitHub Stats





🧠 Featured Projects


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🌐 Connect With Me


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Profile Views


⭐ If you like my work, feel free to follow me and star my repositories!

Popular repositories Loading

  1. legal-case-etl-nlp-pipeline legal-case-etl-nlp-pipeline Public

    ETL pipeline that converts historical court case HTML/JSON into structured NLP-ready datasets with verdict extraction, legal citation parsing, and case classification for building legal AI assistants.

    Jupyter Notebook 2

  2. Sales-Forecasting_and_Recommendation-System Sales-Forecasting_and_Recommendation-System Public

    This project applies data science techniques to analyzes and forecasts sales trends for a cafe using transactional data.

    Jupyter Notebook 1

  3. ATM-System ATM-System Public

    A simple Java-based ATM system with a graphical user interface (GUI) built using Java Swing.

    Jupyter Notebook 1

  4. student-APs-prediction-system student-APs-prediction-system Public

    This project analyzes students’ their academic performance. It examines factors such as internet and electricity access, parent involvement, engagement and others.

    Jupyter Notebook 1

  5. birhanumoges birhanumoges Public

    Passionate about data science and machine learning, I love analyzing datasets, building predictive models, and creating projects that make data meaningful and actionable.

    1

  6. HouseHold_Accessiblity_Analysis HouseHold_Accessiblity_Analysis Public

    Machine learning project to classify households by accessibility levels using geospatial, environmental, and distance-based features. Useful for infrastructure planning and rural service delivery.

    Jupyter Notebook 1