Dr. Pankaj Singh Dholaniya is an interdisciplinary researcher working across computational biology, AI-driven bioinformatics, and translational biomedical science. His work centers on machine learning, regulatory network modeling, and single-cell and bulk multi-omics analysis to study cardiovascular and neurodegenerative disease systems, especially Parkinson’s disease.
As more advanced and sophisticated technologies in life science/healthcare are constantly being developed, an enormous amount of data has been generated and deposited on various platforms. Looking from the perspective of a particular disease, these data appear to be the pieces of a broken puzzle. This poses a challenge for data scientists to put these parts together and draw conclusive information out of it and to put forward the potential therapeutic targets for the disease. PankazLab combines computational and experimental approaches to identify biomarkers, uncover disease-associated molecular mechanisms, and develop interpretable frameworks that could support precision medicine.