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  • Adama, Ethiopia

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ayanasamuel8/README.md

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๐Ÿ’ซ About Me

  • ๐Ÿ‘‹ Hi, I'm Ayana Samuel โ€” a Computer Science & Engineering student at ASTU, Ethiopia ๐Ÿ‡ช๐Ÿ‡น
  • ๐Ÿง  Passionate about problem-solving, full-stack systems, and building tools that solve real-world problems
  • ๐Ÿ”ญ Currently working on:
    • ๐Ÿงฎ Credit Risk Prediction Model (10 Academy) โ€“ ML pipeline, FastAPI deployment, CI/CD with GitHub Actions
  • ๐ŸŒฑ Exploring MLOps, Docker, and scalable system design
  • ๐Ÿ“ซ Reach me at ayanasamuel8@gmail.com
  • ๐Ÿ“„ View my Resume

๐ŸŒ Connect with Me


๐Ÿ’ป Tech Stack

๐Ÿš€ Languages

๐ŸŒ Frontend & Web

๐Ÿง  Backend & API

๐Ÿงฐ Tools & DevOps

๐Ÿ” Data & ML

๐Ÿ—„๏ธ Databases


๐Ÿ“Š GitHub 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