Third-year Media Technology student at KTH Royal Institute of Technology, combining a technical background in AI/ML with a creative approach to web and UX design. I love the challenge of making technology feel effortless and human.
I'm a third-year Media Technology student at KTH Royal Institute of Technology with a focus on AI development, web technologies, and user experience. My main interest lies in building digital tools and systems that are both technically sound and thoughtfully designed. I enjoy exploring how AI and machine learning can be applied across different fields, especially finance, to uncover insights, optimize decisions and make complex information more accessible.
In addition to my technical studies, I have a strong interest in business and economics. I find that understanding how products fit into broader market and organizational contexts adds an important dimension to development work. It helps me think not only about what to build, but also why it should be built and how design and technology decisions shape real-world outcomes.
A curated mix of languages, frameworks and tools that help me in development. Each one is something I've used in hobby or academic projects.
Experiences where I grew through collaboration and real responsibility.
A few builds that showcase how I approach engineering problems. From idea, to prototype, to polished delivery.
This project helps users upload company annual reports and automatically extract key financial metrics such as net income and return on equity. It demonstrates my ability to integrate AI APIs with a responsive, modern frontend. The idea came from watching my girlfriend, who studies industrial management, manually search through reports for the same indicators, this project aims to make that process faster. Please try out the tool below!
Try it ↗
Implemented and tuned an XGBoost classifier to predict student dropout risk using Python, scikit-learn and targeted feature engineering. Running cross-validation and hyperparameter searches to raise F1 scores while documenting insights.
Some more information about me that isn't just code related.
I'm especially drawn to teams working at the intersection of data, technology and real-world impact, whether in finance or other fields. If that sounds interesting, let's talk!