🧬 Research Scientist | Assay development | Biophysical & Biochemical analysis | Data Analyst & ML Engineer
Welcome to my GitHub profile! I am a protein biochemist and biophysicist who bridges the gap between deep molecular biology and data-driven insights. I leverage Python, Machine Learning, and SQL to solve complex biological data problems, focusing on integral membrane proteins (GPCRs) and high-throughput analytics.
- 🔬 Biophysical Assay Pioneer: Developed and applied advanced live-cell protein interaction assays (FRET, FCS, dual-color FCCS) with single-molecule sensitivity.
- 🛠️ Instrumentation Builder: Built, aligned, and operated a custom confocal FCS/FCCS microscope system over 8 years.
- 📊 Data-Driven Scientist: 14+ years of data analysis experience. Used tools like excel, Origin, Python, MATLAB, and SQL, coupled with advanced Machine Learning.
- 📚 Proactive Researcher: Author of 29 peer-reviewed publications mapping sub-millisecond GPCR dynamics and biomolecular interactions.
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Project Drug Discovery Project_Drug-Discovery
- Data analytics workflows, automated pipelines, EDA, and SQL integrations tailored for pharmaceutical data evaluation.
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B2AR Virtual Drug Screening B2AR-Virtual-Drug-Screening
- Computational screening pipelines mapping structural dynamics and ligand-binding kinetics of the
$\beta_2$ -adrenergic receptor.
- Computational screening pipelines mapping structural dynamics and ligand-binding kinetics of the
| Domain | Technologies & Skills |
|---|---|
| Data Analytics & ML | OriginPro, ImageJ/FIJI, Python, SQL, MATLAB, Machine Learning |
| Biochemistry & Engineering | Cell culture, Tranfection, Protein Expression & Purification (Mammalian/Bacterial), Construct Design, Cloning |
| Biophysical Assays | FRET, FCS, FCCS, Anisotropy, Time-Resolved Spectroscopy, Plate reader |
| Data Standards | FAIR Data Principles, Electronic Lab Notebooks (ELN), SOP Development |
- 🎓 Ph.D. in Biochemistry – University of Calcutta
- 🧪 M.Sc. in Chemistry – Banaras Hindu University (BHU)