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hsnakee

Ekansh J

@hsnakee

Project Associate I

India
English, Hindi
About me
I offer bioinformatics and machine learning solutions for biological research. My Master’s work at CSIR-IGIB focused on SNARE protein discovery using ML and structural analysis. I build ML pipelines, apply deep learning and GNNs to proteomics, and work with AlphaFold, ESM-2, and MD simulations (GROMACS, OpenMM). I also provide scientific writing, literature review, and clear research documentation, delivering reproducible and data-driven results.... Read more

Skills

h
hsnakee
Ekansh J
Offline • 
Average response time: 1 hour

See my services

Graphs & Charts
I will make figures for your project
From$30 / projectMore details
Career Consulting
I will consult career for students
From$20 / projectMore details

Work experience

Research Associate at CSIR_IGIB

CSIRO • Full-time

Dec 2024 - Dec 2025 • 1 yr

Applied deep learning and graph neural networks to proteomics data combining, structural inputs from AlphaFold3 with sequence-level embeddings from protein language models (ESM-2, ProtTrans) to classify protein–protein interactions and identify functionally distinct peptide clusters from large biological datasets. - Performed feature engineering on both structural and sequential representations and developed ML pipelines to extract conformational and thermodynamic features from molecular dynamics trajectories (GROMACS, DESMOND, OpenMM) for protein stability prediction.