Header Image

Projects

List of my most recent projects.

Projects preview

Kinetic Monte Carlo Simulations for HBV

Coarse-grained kinetic Monte Carlo simulations to understand the effect of different drugs on Hepatitis B Virus capsid assembly.

Monte CarloPythonBiophysicsHBV
Projects preview

Elastic Network Model for HBV Assembly

Elastic network model (ENM) to study HBV capsid assembly dynamics, providing structural mechanics insights into how viral capsids form.

Network ModelsPythonStructural BiologyHBV
Projects preview

AgenticVMD

An LLM-powered chatbot that converts plain English into VMD Tcl scripts to visualize and interact with molecular structures.

LLMPythonVMDMolecular Visualization
Projects preview

Binding Affinity ML

An ML pipeline that predicts protein–ligand binding affinity from 3D crystal structures, beating the published RF-Score benchmark with a strict sequence-identity split.

Machine LearningDrug DiscoveryPythonBiophysicsRDKitXGBoost