I try to get my hands dirty on Machine Learning (a fancy name for statistics + computer programming), Natural Language Processing, Big Data Processing, and ML guided Artificial Intelligence.
My research objective is to develop mathematical and computational models for data that are simple, stands on comprehensible theoretical foundation and withstand the test of rigorous experimental evaluation. I put considerable effort behind any research work that I do to fulfil the above three criteria.
I enjoy writing non-trivial and efficient computer program for large data. In fact, thinking about efficient data structures, algorithms and their implementation on real data using a white box programming language is an intrinsic part of my thought process.
Principal Investigator
- Behavior Modeling in Multi-sensor Environments - Integrating Environment Sensing, Human Sensing & Social Sensing for Rich Insights - Smart Classroom
- Integrated Information System and Knowledge Discovery Platform for ONGC
- TCS ION Industry Honor Certification Product: Big Data Analytics Advanced
Co-Principal Investigator
- Identification of reusable economic indicators using enhanced satellite imagery and multi modal multi tasking deep learning method SPACE APPLICATIONS CENTRE, Indian Space Research Organization
- Structural Utility of Migrant Labor Network: Analyzing COVID Disrupted Labor Market Network in the Informal Sector CISCO University Research Program Fund
Ph. D. Students
Atif Hassan
Area of Research: Machine learning and Deep learning with applications
Debayan Bhattacharya
Area of Research: Learning Analytics
Debjani Mazumder
Area of Research: Educational Data Mining
Dhananjay Kumar Vijay Singh Antarvaso Devi
Area of Research: Text and Network Mining
Dipannita Podder
Area of Research: Search Engines
Dipojjwal Ghosh
Area of Research: marketing analytics
Namita Bajpai
Area of Research: Artificial Intelligence
Nazeer Haider
Area of Research: Machine Learning
Sayantan Saha
Area of Research: Machine Learning
Soumyadipta Banerjee
Area of Research: Deep Learning
Sudip Kumar Bhattacharya
Area of Research: Complex system simulation
Trishita Mukherjee
Area of Research: Graph Machine Learning
MS Students
Anisha Kumari Nehra
Area of Research: Learner Behavior Modelling
Susmita Das
Area of Research: Knowledge Graph for Oil and Gas
