Python & C# Developer | Automation, Backend & QA

Developed an interactive web application using Python and Streamlit as part of my master's thesis. The application processes user-provided health information, uses a machine learning model to predict possible diagnoses, and recommends appropriate medical specialists. I also teach Python programming to children and adults.

Developed and evaluated machine learning classification models for my master's thesis using Python, Scikit-learn, and Pandas. Worked on data preprocessing, model training, comparison, hyperparameter tuning, and evaluation. Integrated the selected model into a functional web application.

Professional experience developing C# applications, including backend software for highway management systems and automated tests for healthcare applications. Also experienced in using C# for Unity game development.

Worked on backend functionality for highway management systems at Kedros. Experience implementing application logic, working with existing codebases, debugging, and maintaining software functionality.

Professional experience at Siemens Healthineers, developing and maintaining automated tests written in C# for healthcare software. Focused on identifying issues, verifying expected behavior, and improving software reliability.

Developed several Unity projects, including solo games, collaborative projects, and a game-jam entry. Experience implementing character movement, gameplay mechanics, basic enemy AI, progression systems, and rapid game prototyping.

Experience using AI tools to support software development, debugging, and rapid prototyping. I use these tools to accelerate development while personally reviewing, testing, and refining the final implementation.