Advancing Privacy-Preserving Machine Learning
Specializing in developing classical and neural-network based machine learning algorithms in privacy-constrained decentralized-data settings.
Contact
About Me
Hello visitor,
I am serving as a Professor in the Department of Electrical and Electronic Engineering (EEE) at Bangladesh University of Engineering and Technology (BUET). I earned my PhD degree from Rutgers University in beautiful Piscataway, New Jersey, USA, where I had the opportunity to work with Prof. Anand Sarwate.
In this website, you will find information about my teaching, research interests, my CV, links to my papers and links to some tutorials that I wrote about random things.
Thank you for visiting my website.
Education
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Doctor of Philosophy in Electrical Engineering
Rutgers University, New Jersey, USA (2020)
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Master of Science in Electrical and Computer Engineering
Rutgers University, New Jersey, USA (2017)
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Master of Science in Electrical Engineering
Bangladesh University of Engineering and Technology, Dhaka, Bangladesh (2011)
Research Interests
Privacy preserving machine learning
Developing algorithms for training classical and neural-network models on privacy-sensitive data
Matrix and tensor factorization
Factorizing high dimensional matrix and tensor for recommendation systems and profiling
Decentralized computations
Developing machine learning model training algorithms that can operate on decentralized data