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ayanasamuel8/README.md

๐Ÿ‘จโ€๐Ÿ’ป Initialization Sequence...

I bridge the gap between software engineering, data science, and complex algorithmic problem-solving. Currently studying Computer Science & Engineering at ASTU, Ethiopia ๐Ÿ‡ช๐Ÿ‡น. When I'm not designing scalable web architectures or training machine learning models, you can find me optimizing algorithms in competitive programming contests.

{
  "developer": {
    "name": "Ayana Samuel",
    "status": "Available for new opportunities",
    "focus_areas": ["Full-Stack Web Architecture", "Data Science", "MLOps"],
    "current_explorations": ["Docker Containerization", "Advanced Backend Systems"],
    "daily_fuel": ["Coffee", "LeetCode", "Building Tools that Matter"]
  }
}

๐Ÿ› ๏ธ Tech Arsenal

๐Ÿ’ป Core Languages

Languages

๐ŸŒ Frontend & UI/UX

Frontend

โš™๏ธ Backend Architecture

Backend

๐Ÿ—„๏ธ Database & Cloud Integration

Databases

๐Ÿง  Data Science & Machine Learning

๐Ÿš€ DevOps & Tooling

DevOps and Tools

๐Ÿ† Competitive Edge

Continuously refining data structure knowledge and algorithm efficiency.

LeetCode Stats

๐Ÿ“Š Telemetry & Stats


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  1. credit-risk-analysis credit-risk-analysis Public

    ๐Ÿฆ A credit risk prediction system using RFM-based proxy labels and interpretable ML models. Built with FastAPI, MLflow, Docker, and TypeScript notebooks for model development, tracking, and deploymโ€ฆ

    Jupyter Notebook 2

  2. chatbotai chatbotai Public

    ๐Ÿ’ฌ A multi-purpose AI chatbot powered by Google Gemini and Flask โ€” supports intelligent conversations, user authentication, persistent chat history, and dynamic AI-generated titles.

    HTML 3

  3. To-do-List To-do-List Public

    โœ… A sleek and responsive To-Do List app built with HTML, CSS, JavaScript, and TypeScript. Features include dark/light mode, task categorization, real-time search, keyboard shortcuts, and persistentโ€ฆ

    TypeScript 3

  4. End-to-End-Insurance-Risk-Analytics-and-Predictive-Modeling End-to-End-Insurance-Risk-Analytics-and-Predictive-Modeling Public

    ๐Ÿš— A dynamic pricing and insurance risk modeling system using Python, XGBoost, SHAP, and DVC. Predicts claim severity and probability, enabling risk-adjusted premium strategies with full reproducibiโ€ฆ

    Jupyter Notebook 2

  5. Comprehensive-E-Commerce-Application Comprehensive-E-Commerce-Application Public

    This repository contains the code for a full-featured e-commerce application developed using Java, Swing, and MySQL. The application provides a seamless online shopping experience with robust functโ€ฆ

    Java 3

  6. Grade-management-system Grade-management-system Public

    C++ console app for managing student grades โ€” file handling, login system, CSV output

    C++ 3