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LEARNING IN PUBLIC · NO CLAIMS, JUST CURIOSITY

Research Interests

I am a Computer-Aided Drug Discovery (CADD) researcher alongside web development — co-first author on a manuscript currently under review.

At Northern University of Business and Technology Khulna, in collaboration with University of Dhaka, I designed 9 derivatives of 3 parent flavonoids, ran molecular docking (AutoDock Vina), 100 ns MD simulations, and MM/GBSA binding free energy calculations.

What I'm learning

Areas of Interest

Topics I read about and study alongside my coursework. Interests, not credentials.

Molecular Oncology

Cancer Biology

Oncogenic Signaling & Cell Survival

Reading about how cancer cells avoid dying, reshape their surroundings, and keep dividing. Still connecting the pieces.

Topics
Tumor HeterogeneityOncogenic PathwaysSurvival Signaling
Molecular Oncology

Apoptosis

Programmed Cell Death Pathways

Learning the two main ways cells are programmed to die, and how cancer cells block those pathways to survive treatment.

Topics
Mitochondrial Outer Membrane PermeabilizationCaspase ActivationCell Death Checkpoints
Structural Biology

Bcl-2 Family Proteins

Pro- & Anti-Apoptotic Regulators

Trying to understand how Bcl-2 family proteins like Mcl-1 bind their targets.

Topics
Bcl-2 / Bcl-xL / Mcl-1BH3-Mimetic SelectivityHydrophobic Pocket Dynamics
Computational Informatics

CADD Workflows

Docking, Dynamics & Free Energy Calculations

The methods behind my research: molecular docking, MD simulations, and MM/GBSA binding free energy calculations.

Topics
Molecular DockingMD SimulationsMM/GBSA
Structural Biology

Drug Discovery

Target-Based Screening & Docking

Reading about how docking software predicts binding strength, and what makes a protein a good drug target.

Topics
Molecular DockingBinding Free Energy (ΔG)Ligand-Receptor Networks
Molecular Biology

Molecular Biology

Gene Expression & Biochemical Networks

Going back to basics: how proteins interact with each other, and how cells control which genes are turned on.

Topics
Protein-Protein InterfacesBiochemical AssaysGene Regulation

Where the research stands

The manuscript is under review at a journal, so results and figures are not public yet. I will add a link to the paper here once it is out.