Mathias

I hold a cand. merc. in Business Data Science from Aalborg University, at the intersection of analytical methods, software engineering, and commercial thinking — where academic theory meets business understanding. For me, structuring data is only half the job; evaluating it honestly, so I can speak plainly about what a solution can do and where its limits lie, is just as important.

My project work spans the full stack — statistical modelling, machine learning, LLM pipelines, and production deployments — with real industry collaborations including Neogrid Technologies, Shaping New Tomorrow, and a formal partnership with Lægehåndbogen & Patienthåndbogen for my clinical NLP thesis.

Throughout both my bachelor's and master's, almost every project has been carried out in direct partnership with an organisation rather than in the abstract — working with real stakeholders, real constraints, and real business questions. My cand. merc. sits deliberately at the intersection of business and data science, a combination reinforced by my HA in Business Administration and Economics, which gave me the commercial grounding the technical work builds on.

My entire education at AAU has been group-based and problem-driven, giving me a strong collaborative instinct and the ability to take co-responsibility for a team's progress and ensure knowledge flows freely between everyone involved. My thesis in clinical NLP brings it all together — rigorous methodology, real stakeholder collaboration, and practical system design in a high-stakes domain.