Harsh Kumar Singh
Research Assistant @Dm Machine Learning Lab
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WORK HISTORY
Research Assistant @Dm Machine Learning Lab
Mumbai, IN
I am working on applying AI/ML to drug repurposing and discovery, using deep learning and reinforcement learning models to analyze chemical structures, biological data, and disease-specific omics. By integrating multiple data modalities and leveraging explainable AI, my research aims to predict drug-target interactions, design novel molecules, and accelerate the identification of new therapeutic uses for existing drugs reducing both cost and time in the drug development pipeline.
EDUCATION
ALLEN
12th passed, PCM
Indian Institute of Technology, Bombay
Bachelor of Technology - BTech, Metallurgical Engineering and materials sciences. Minor in Data science and Machine intelligence
ABOUT HARSH KUMAR SINGH
Pursuing a Bachelor of Technology in Metallurgical Engineering and Materials Science with a minor in Data Science and Machine Intelligence at IIT Bombay. As a Research Assistant at DM Lab IIT Bombay, I am applying AI/ML techniques to accelerate drug repurposing and discovery. My work focuses on utilizing deep learning and reinforcement learning models to analyze complex biological data, chemical structures, and disease-specific omics, integrating multiple data modalities to predict drug-target interactions and design novel molecules. At DM Lab, I contribute to research efforts aimed at reducing the cost and time of drug development pipelines. Through explainable AI, I support the team in uncovering insights that facilitate innovative therapeutic solutions. My academic foundation and technical expertise enable me to approach challenges with analytical precision and a commitment to impactful outcomes, allowing me to bring valuable perspectives to interdisciplinary collaborations.
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