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Archit MukherjeeAM
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Archit Mukherjee

@architmukherjee

Biotechnology researcher at Advanced Biocomputing Lab, BIT Mesra; developed a pipeline that shortlisted four Amyloid-β inhibitor candidates.

India
Message

At the Advanced Biocomputing Lab, BIT Mesra, I independently built and ran a virtual-screening pipeline for Amyloid-β aggregation targets. It screened 500,000 marine bioactive compounds and shortlisted four candidates for in-vitro validation.

At CSIR-Institute of Himalayan Bioresource Technology (HiCHiCoB-BIC), I engineered a PyTorch model combining graph and transformer encoders to predict drug–target binding interactions. At the same internship, I unified five benchmark datasets into a curated pipeline and incorporated per-residue attention maps for binding-site interpretability.

Experience

Work history, roles, and key accomplishments

AM
Current

Undergraduate Research Associate

Advanced Biocomputing Lab, BIT Mesra

Feb 2025 - Present (1 year 8 months)

Ran MD simulations in GROMACS and CHARMM on HPC clusters to investigate protein-ligand interactions and conformational dynamics. Evaluated therapeutic candidates through molecular docking, MM/GBSA free-energy calculations, and trajectory analysis.

CT

Summer Research Intern

CSIR-Institute of Himalayan Bioresource Technology

May 2026 - Jul 2026 (2 months)

Engineered a multi-modal deep learning architecture for drug-target binding prediction, achieving 87.15% accuracy and 0.9165 ROC-AUC. Built a harmonized data pipeline unifying five benchmark datasets and integrated per-residue attention maps for interpretability.

Education

Degrees, certifications, and relevant coursework

Birla Institute of Technology logoBT

Birla Institute of Technology

B.Tech, Biotechnology

2023 -

Grade: 8.79/10

Pursuing a B.Tech in Biotechnology with a CGPA of 8.79/10, currently ongoing.

SS

South Point High School

AISSCE (Class XII), General

Grade: 87.4%

Completed AISSCE (Class XII) with 87.4%.

SS

South Point High School

AISSE (Class X), General

Grade: 96.8%

Completed AISSE (Class X) with 96.8%.

Tech stack

Software and tools used professionally

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