- ๐ Hi, I'm Ayana Samuel โ a Computer Science & Engineering student at ASTU, Ethiopia ๐ช๐น
- ๐ง Passionate about problem-solving, full-stack systems, and building tools that solve real-world problems
- ๐ญ Currently working on:
- ๐งฎ Credit Risk Prediction Model (10 Academy) โ ML pipeline, FastAPI deployment, CI/CD with GitHub Actions
- ๐ฑ Exploring MLOps, Docker, and scalable system design
- ๐ซ Reach me at ayanasamuel8@gmail.com
- ๐ View my Resume
Highlights
- Pro
Pinned Loading
-
credit-risk-analysis
credit-risk-analysis Public๐ฆ 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 deploymโฆ
Jupyter Notebook 2
-
To-do-List
To-do-List Publicโ 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 persistentโฆ
TypeScript 3
-
End-to-End-Insurance-Risk-Analytics-and-Predictive-Modeling
End-to-End-Insurance-Risk-Analytics-and-Predictive-Modeling Public๐ 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 reproducibiโฆ
Jupyter Notebook 2
-
Comprehensive-E-Commerce-Application
Comprehensive-E-Commerce-Application PublicThis 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 functโฆ
Java 3
-
Grade-management-system
Grade-management-system PublicC++ console app for managing student grades โ file handling, login system, CSV output
C++ 3
If the problem persists, check the GitHub status page or contact support.



