Nikolaos Mourdoukoutas Email & Phone Number

Athens, Attiki, Greece

- R&D in de novo small molecule generation with deep reinforcement learning.- Lead Machine learning researcher in the EU-funded Horizon project Multilab, where the primary objective is to leverage an innovative biosensor to develop affordable, point of care diagnostics capable of distinguishing between viral and bacterial causes of fever.- Drafting of research proposals for EU and GR grants, related to developing expainable DL models using multi-omics, imaging and clinical data.- Hiring (technical interviews, evaluation of technical projects).

Zurich, Zurich, Switzerland

- Maintaining and developing big-data and machine-learning pipelines in production environments serving thousands of daily users.- Legal-tech: Development of a legal assistant application using LLMs and NLP techniques. Construction of knowledge graphs.- Held internal workshops on probabilistic machine-learning and LLM agents.

Zurich, Switzerland

- Code migration to high-performance languages.- Deep learning applications in drug production.- Neural ODEs.

Master'S Degree, Artificial Intelligence/Applied Mathematics, 5.22 / 6

Master’s thesis: Research on probablistic approaches for invariant prediction. We developed two novel algorithms: a Bayesian Neural.

Bachelor Of Science - Bs, Mathematics And Statistics, 8.2 / 10

Statistics and Probability Courses: Mathematical Statistics, Linear Models and Analysis of Variance, Multivariate Statistics, Probability.