Avash | Geometric Deep Learning Methods with Deep Chemistry for Drug Pair Interactions

Avash

Data Science Student (Graduation on December 2022) - University at Buffalo, SUNY| Looking for full-time data science job

Based in Buffalo, NY, USA

About

I'm a Data Science Master's student from University at Buffalo graduating in December 2022. I'm actively looking for full-time job opportunities.

Skills

Geometric Deep Learning Methods with Deep Chemistry for Drug Pair Interactions

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Skills

About this project

Obtained the Simplified molecular-input line-entry system(SMILES) component of each drug, performed feature extraction using autoencoders, and built a multi-class classifier that can predict the interaction class from a range of 86 different interaction classes. Obtained accuracy of 80% (bound to increase further with better computational resources)