Hello, I'm
Yonas Abebe
A Full Stack Engineer who builds complete, end-to-end applications with a specialization in AI/ML.
A Full Stack Engineer who builds complete, end-to-end applications with a specialization in AI/ML.
As a Full Stack Engineer, I am passionate about building complete, user-centric applications from the frontend UI to the backend logic and database. My journey began with the rigorous problem-solving of competitive programming, which taught me to value clean, efficient code.
I thrive on creating seamless user experiences, and I specialize in enhancing them with intelligent, data-driven features. I enjoy tackling the entire lifecycle of a product, from architecting a robust data platform to deploying cutting-edge AI models that deliver real value.
Download CVAn intelligent agent using RAG to autonomously search, retrieve, and synthesize information from a large corpus of unstructured documents.
View on GitHubA full-stack ML system to assess credit risk, featuring a real-time API, automated testing with CI/CD, and experiment tracking.
View on GitHubA fully responsive e-commerce website for purchasing traditional Ethiopian clothing, built with a complete frontend and backend.
View Live DemoA modern, containerized ELT platform that turns raw data into a reliable, query-optimized data warehouse ready for analytics.
View on GitHubA machine learning system to detect fraudulent transactions in a highly imbalanced dataset, with a focus on model interpretability using SHAP.
View on GitHubA system to forecast stock returns using ARIMA and LSTM models, then constructing an optimal investment portfolio.
View on GitHubFeel free to reach out if you're looking for a developer, have a question, or just want to connect.