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Jiaul Hoque Paik

Faculty
Associate Professor

jiaul@cet.iitkgp.ac.in

Research Area :

Natural Language ProcessingBig Data AnalyticsMachine LearningInformation Retrieval

Research Interests

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. 

Projects

Principal Investigator

  • AI for Digital Transformation Skill Development Network
  • Behavior Modeling in Multi-sensor Environments - Integrating Environment Sensing, Human Sensing & Social Sensing for Rich Insights - Smart Classroom Tata Consultancy Services Limited (TCS Ltd)
  • TCS ION Industry Honor Certification Product: Big Data Analytics Advanced Tata Consultancy Services

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