Trishund Kupatkar
Graphrx Graph Neural Network Pipeline for Multi-receptor Drug Candidate Screening @Department Of Bioinformatics - Pondicherry University
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WORK HISTORY
Graphrx Graph Neural Network Pipeline for Multi-receptor Drug Candidate Screening @Department Of Bioinformatics - Pondicherry University
Puducherry, IN
I am building a drug discovery pipeline where I am appying both classical ML — clustering and association mining to find patterns — and deep learning — specifically Graph Neural Networks for molecular property prediction. The project screened 12 million compounds down to final drug candidates using a 6-stage filtering cascade.
EDUCATION
Pondicherry University
MSc. Bioinformatics, Biomathematics, Bioinformatics, and Computational Biology
Maharishi Vidya Mandir Senior Secondary School
12th
Guru Ghasidas University
BSC(HONS) BIOTECHNOLOGY, Biotechnology
ABOUT TRISHUND KUPATKAR
Aspiring Data Scientist with strong interests in Machine Learning and Bioinformatics, focused on solving real-world problems across multiple domains using data-driven approaches.Skilled in Python, statistics, data analysis, machine learning, deep learning, NLP, and LLMs, with hands-on experience working on structured and unstructured datasets from both biological and real-world applications such as healthcare, finance, and automation.I enjoy applying advanced ML techniques to diverse problem spaces—from bioinformatics and deep biology to general predictive modeling and AI-driven automation.Actively building a project-driven portfolio and seeking opportunities to grow and contribute in data science and bioinformatics roles.
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