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Ekansh J
@hsnakee
Project Associate I
India
Inglese, Hindi
Chi sono
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.
Competenze
Ekansh J
offline •
Tempo di risposta medio: 1 ora
Consulta i miei servizi
Grafici e diagrammi
I will make figures for your project
Consulenza di carriera
I will consult career for students
Esperienza lavorativa
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.
