Hey, I'm Marvin

Full-Stack Engineer

At Octotronic, I develop smart factory solutions that bridge the gap between operational technology and IT systems. As a Full Stack Engineer, I contribute to OctoCore's unified data platform, implementing scalable architectures that transform manufacturing operations. My role involves creating solutions that help leading manufacturers break down data silos and achieve full transparency across their production processes.

Research Scientist

At FHNW's Institute for Data Science, I led the development of an innovative AI tutoring system that transformed learning experiences for Bachelor students across multiple disciplines. By constructing a platform that combined Large Language Models with Retrieval Augmented Generation (RAG) technology, I created an adaptive learning environment that provided personalized support to students. The system bridged the gap between traditional education and cutting-edge AI technology, making advanced tutoring accessible to various academic fields.

Data Scientist

In Apiax's AI Lab, my teammates and I spearheaded the development of advanced compliance automation systems using cutting-edge AI technologies. I architected and implemented document processing solutions powered by Large Language Models (LLMs) and Retrieval Augmented Generation systems. Our work streamlined regulatory workflows and automated compliance verification processes, which in turn significantly reduced manual work for our clients.

Full Stack Engineer

At Apiax, I drove key technical initiatives during the company's critical growth phase. I architected and implemented scalable IT infrastructure that supported the company's expansion from start-up to established FinTech player. As a core member of the Product Team, I built progressive web applications that simplified digital compliance for enterprise clients. In addition, I led multiple projects and mentored EFZ candidates through their final examinations, which contributed to both product development and team growth.

Bachelor of Science in Data Science

BSc in Data Science covering statistical analysis, machine learning, and software engineering. Completed while working in tech, combining academic theory with practical industry experience.

Student at Informatics Middle School

Technical education focused on Java programming and IT fundamentals. Completed with Berufsmatura in economics, combining technical and business knowledge.