Hi, I'm
My goal is to understand human behavior, cognition and mind. My core passion lies at the intersection of neuroscience, mathematics, and algorithms—translating principles of cognition into code.
An overview of research tools, apps, and interactive guides I've worked on.
A brief visual explanation of the active inference concept.
Peer-reviewed research on active inference, oligodendrocyte biology, stem-cell modelling, and psychiatric genetics.
7th International Workshop on Active Inference (IWAI 2026)
Camera-ready full paper. Derives a single variational objective in which entropy-correction channels are substituted at their closed-form optima, so conjugate Dirichlet learning of the observation and transition models survives alongside the Expected Free Energy's information-gain terms. Validated on two grid POMDPs.
Translational Psychiatry
Shared First Author. Focus on Statistics and Stem Cell lab.
Cells
Published in Cells, 2022.
A brief overview of my career
Ludwig-Maximilians-University (LMU), Laboratory for Neurobiology
Summa cum laude MD thesis on oligodendroglial disorders in schizophrenia, including development of a novel image-based cell recognition workflow and primary responsibility for statistical analysis; published in top-tier journals such as Translational Psychiatry and Cells.
Ludwig-Maximilians-University (LMU)
Completed medical school with focus on neurology and psychotherapy and received long-term scholarships from LMU (FöFoLe) and others.
University of Tübingen
Introductory studies in cognitive science with a strong quantitative foundation in mathematics, informatics, statistics, and psychology.
Active Inference Institute
Worked on reactive (variational) message-passing algorithms in open-source Julia ecosystems (RxInfer.jl, GraphPPL.jl, ReactiveMP.jl), self-studied Bayesian machine learning, and created tutorials on inference-as-planning and parameter learning; contributed to an automatic research discovery project combining LLMs with active inference.
Top-ranked hospitals in Germany, Denmark, Italy & Tanzania
Completed 16 months of clinical electives across psychiatry, internal medicine, surgery, and general medicine in several leading international hospitals.
Nanjing Medical University
Short-term research stay in neurobiology, broadening international research experience and exposure to different scientific environments.
LMU – Office of the Dean of Research of Medicine
Developed a Python-based automation pipeline that increased the number of published research articles by approximately 50%, supporting communication and visibility of medical research.
Ludwig-Maximilians-University (LMU), Laboratory for Neurobiology
Summa cum laude MD thesis on oligodendroglial disorders in schizophrenia, including development of a novel image-based cell recognition workflow and primary responsibility for statistical analysis; published in top-tier journals such as Translational Psychiatry and Cells.
Ludwig-Maximilians-University (LMU)
Completed medical school with focus on neurology and psychotherapy and received long-term scholarships from LMU (FöFoLe) and others.
University of Tübingen
Introductory studies in cognitive science with a strong quantitative foundation in mathematics, informatics, statistics, and psychology.
Active Inference Institute
Worked on reactive (variational) message-passing algorithms in open-source Julia ecosystems (RxInfer.jl, GraphPPL.jl, ReactiveMP.jl), self-studied Bayesian machine learning, and created tutorials on inference-as-planning and parameter learning; contributed to an automatic research discovery project combining LLMs with active inference.
Top-ranked hospitals in Germany, Denmark, Italy & Tanzania
Completed 16 months of clinical electives across psychiatry, internal medicine, surgery, and general medicine in several leading international hospitals.
Nanjing Medical University
Short-term research stay in neurobiology, broadening international research experience and exposure to different scientific environments.
LMU – Office of the Dean of Research of Medicine
Developed a Python-based automation pipeline that increased the number of published research articles by approximately 50%, supporting communication and visibility of medical research.
Breakdown of my technical skills, categorized by domain and proficiency
Feel free to reach out. I'm always open to discussing new projects and opportunities.