About

"From identifying proteomics biomarkers for disease to leading multi-omics biomarker platforms — the question hasn't changed, only the scale has."

Career Journey

From Bench to Bytes

My scientific journey began in proteomics, when I gained my first level of research experience with my master thesis in the area of proteomics and mass spectrometry. This led me to pursue PhD-level research in mass spectrometry-based proteomics — working at the intersection of analytical chemistry and computational biology to identify biomarkers, decode protein function and protein-protein interaction networks.

Over the years I worked across the full breadth of proteomics — from disease biomarker discovery in serum and plasma, to cellular proteomics, protein-protein interaction studies and PTM-specific platforms spanning phosphorylation, glycosylation and cysteine modifications. I also designed and taught practical proteomics data analysis courses, translating complex computational workflows into accessible training for the next generation of researchers.

Today, I channel that foundation into AI-driven drug discovery — leading the development of biomarker modules for omics research, building data pipelines and integrating large language models to transform raw biological data into actionable insights for pharmaceutical innovation.

Deep Expertise