Publications & Awards
A selected list of peer-reviewed publications and recognitions. Replace with your real entries later.
Publications
Predicting misfolding hotspots in membrane proteins using graph neural networks
Introduces a graph-based model trained on 40,000 known structures to flag regions prone to misfolding under thermal stress.
Stress granule formation as an early marker of proteostasis collapse
Combines live-cell imaging with simulation data to trace how stress granules form in the first minutes of cellular stress.
OpenFold-Lite: a lightweight simulation toolkit for resource-limited labs
Open-source release enabling protein folding simulations on standard lab hardware instead of dedicated compute clusters.
Chaperone recruitment patterns during acute thermal stress
A comparative study across three cell lines examining how molecular chaperones are recruited under heat shock.
Awards & Honors
Early Career Award in Computational Biology
Indian National Science Academy, for contributions to open-source structural biology tools.
DBT-Wellcome India Alliance Fellowship
Five-year research fellowship supporting the founding of the Protein Dynamics Lab.
Best Postdoctoral Paper, ETH Life Sciences Symposium
Awarded for work on machine-learning-guided protein structure prediction.