name: Manadip Sutradhar
degree: M.Sc. Chemistry
institution: Indian Institute of Technology Guwahati
domains:
- Computational Chemistry
- Machine Learning for Chemistry
- Materials Science & Informatics
- AI-Driven Drug Discovery
- Data Science & Analytics
currently:
- Building ML models for molecular property prediction
- Exploring AI applications in materials science
- Contributing to open-source scientific tools
motto: "Where molecules meet machine learning" |
Manadip Sutradhar
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💻 Programming & Frameworks
🤖 Machine Learning & AI
🧪 Computational Chemistry
🛠️ Tools & Platforms
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Investigating electron attachment mechanisms and bond dissociation pathways in halogenated nucleobases using ab initio quantum chemistry methods. |
Machine learning pipeline for predicting molecular properties from SMILES representations using molecular fingerprints and graph-based features. |
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Comprehensive data analytics projects featuring exploratory data analysis, statistical modeling, and interactive visualizations on real-world datasets. |
Deep learning pipeline for crystal system classification from X-ray diffraction patterns using CNN, ResNet, and 1D Transformer architectures. |
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🏛️ Indian Institute of Technology Guwahati |
Open to research collaborations, PhD opportunities, and exciting projects at the intersection of chemistry and AI.
