Computer Engineering student · AI and full-stack development
I train and evaluate machine learning models and turn them into applications people can use.
I am a fourth-year Computer Engineering student at Selçuk University; before that I studied Computer Engineering (in English) at Karabük University from 2022 to 2024. I am a full-stack developer working in artificial intelligence, machine learning, natural language processing and audio processing.
I start by understanding the data, then move through preparation, model training and evaluation with measurements at each step. A model that only seems to work is not enough for me; I want to know whether it really does. On the web side I write the interface, the backend and the database myself, and stay involved in every step up to deployment.
A RAG application that answers questions in Turkish about the PDFs you upload, cites every answer with the document and page number, and runs entirely on your own computer.
View: Yerel-PDF-RAG: A PDF Question-Answering System That Cites Its SourcesA web application that manages internships between students, the internship committee, the faculty internship office (KPTO) and companies on one platform, from application to final evaluation.
View: Internship Management SystemA bioacoustic early warning prototype that extracts chicken vocalisations from poultry house recordings, analyses them with deep learning, and explains a suspected respiratory disease by showing which frequency bands drove the decision.
View: CİK-SÖR: An Early Warning System for Respiratory Disease from Chicken SoundsPyTorch, TensorFlow, Keras, scikit-learn, XGBoost, RAG, LangChain, Sentence Transformers, Ollama, librosa, pandas, NumPy
Python, FastAPI, Node.js, C#, ASP.NET Core MVC, Entity Framework Core
React, Next.js, TypeScript, JavaScript, Tailwind CSS, Razor, Gradio, Streamlit, Figma
PostgreSQL, MySQL, SQL Server, Oracle PL/SQL, SQLite, Docker, Hugging Face Spaces, Git, Pytest, SPSS
