PORTFOLIO
Projects & Research
From astrophysical simulations to machine learning applications in biomedical sciences, explore my work at the intersection of science and technology.
The Morgenrot Trail: A Journey from Darkness to Dawn
An epic story of anxiety, panic, and freedom
A raw, unfiltered journey from panic attacks to recovery, combining autobiographical chapters with evidence-based techniques. Written by someone who found the way out of the abyss.
SourceData-NLP
Integrating curation into scientific publishing to train AI models
The largest Named Entity Recognition (NER) and Named Entity Linking (NEL) dataset in biomedical sciences. Integrating AI-ready curation directly into the publishing workflow at EMBO Press.
Scientific Knowledge Mapping
Semantic Cartography of Biomedical Science
Using novel self-supervised learning to map the entire landscape of biomedical knowledge beyond citations and impact factors
BioChatter
A Platform for the Biomedical Application of Large Language Models
Democratizing AI in biomedical research through open-source, transparent, and customizable conversational interfaces
Galactic Paleontology: Unraveling the Cosmic Web of the Galaxy
Revealing a galactic skeleton formed by large-scale filamentary structures
Discovery of large-scale filamentary structures forming a galactic skeleton, challenging theoretical models and revealing key insights into star formation at galactic scales.
Deciphering the Evolutionary Journey of Molecular Clouds
First systematic study of density distribution in molecular clouds across the Galactic plane
First systematic study of density distribution in molecular clouds across the Galactic plane, revealing the roles of turbulence and gravity in star formation.
Enhanced Calibration of Herschel and Planck Data in the Galactic Plane
Glasses for Planck and Herschel - Achieving unparalleled precision in mapping molecular clouds
Innovative recalibration of Herschel and Planck telescope data achieving unparalleled precision in mapping molecular cloud temperature and density across the Galactic plane.