Lucerne University of Applied Sciences and Arts
As an AI Research Assistant, I have worked on several applied research projects. I contributed to the automatic transcription and summarization of medical consultations, developing the frontend and implementing LLM-based summary generation.
Another project focused on pedestrian detection and tracking in a public square using drone footage. I also developed a complete information-extraction pipeline for processing photos of pension certificates.
My current work continues my bachelor thesis, where I explore distillation of audio tokenizers for deployment on hearable devices. In addition to research projects, I manage 13 GPU workstations and set up and maintain a small Slurm cluster.
V‑ZUG AG
As a Junior Web Developer at V‑ZUG AG, I gained extensive experience in web development using Java, Angular, and Python. Working in a Scrum team, I effectively utilized Git, JIRA, and Confluence. With a strong background in MySQL, Spring MVC, and 3rd Line Support, I contributed to enhancing the company’s web presence.
V‑ZUG AG
During my apprenticeship, I gained insights into IT and software development. From my second to fourth year, I was involved in improving and troubleshooting the V‑ZUG E‑Commerce platform and developing various data exports. In my final two years, I took on the responsibility of mentoring and training apprentices in web development.
Lucerne University of Applied Sciences and Arts (HSLU)
The Master’s profile in Data Science within Information and Communication Technologies at Lucerne University of Applied Sciences and Arts deepens expertise in advanced machine learning and applied research methods. The program focuses on solving complex, real-world problems through project-based work and close collaboration with industry and research partners.
Lucerne University of Applied Sciences and Arts (HSLU)
The Bachelor in Artificial Intelligence and Machine Learning at Lucerne University of Applied Sciences and Arts provides a strong foundation in machine learning, data science, and AI systems, combining theory with hands-on projects. The program emphasizes applied problem-solving, preparing students to design, train, and deploy AI models in real-world settings.
Gewerblich-industrielles Bildungszentrum Zug
Completed an apprenticeship in Application Development at Gewerblich-industrielles Bildungszentrum Zug, earning a Berufsmatura in parallel. Gained broad exposure to software development, covering fundamentals across multiple areas.
I've worked on a variety of projects, from simple web applications to complex knowledge distillation pipelines. Here are a few of my favorites.
Bachelor thesis investigating how large audio representation models such as BEATs can be distilled into lightweight student networks for deployment on hearable devices.
During my time in university, I attended multiple hackathons. People from around the country would come together and build incredible things in 2-3 days. It was eye-opening to see the endless possibilities brought to life by a group of motivated and passionate individuals.
San Francisco, CA
Built a machine learning-powered chatbot that helps students find relevant study resources. Won Best Use of AI award.
Brasilia, BR
Built a machine learning-powered chatbot that helps students find relevant study resources. Won Best Use of AI award.
