I am a machine learning researcher with over 7 years of experience in developing and analyzing machine learning models, with a focus on designing efficient optimization methods and algorithms for complex problems. Currently, I work as a Research Scientist at Sony Research India, Bengaluru, where I develop translation models for multilingual translation, with a particular focus on low-resource languages. Previously, I completed my PhD in Learning with Functional Data via Operator-valued Kernel Methods, Deep Neural Network Models: Theory, Techniques and Algorithms under Prof. P. Balamurugan from IEOR, IIT Bombay. My primary research theme lies in developing efficient optimization methods and algorithms for machine learning problems. This involves investigating both the theoretical and practical aspects of optimization methodologies. I am also interested in looking into machine learning and deep learning applications in relatively less explored directions.







Akash Saha

akash.saha@sony.com
akashsaha@iitb.ac.in
akashsaha06@gmail.com

Research Scientist
Sony Research India
Embassy Tech Village, Outer Ring Road,
Devarabisanahalli, Bangalore – 560 103

   
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