Research

Research Areas (Key research topics and projects):

• Network Science,

• Natural Language Processing,

• Computer Vision, Spatiotemporal Data Analytics,

• Geospatial Analysis,

• Topological Data Analysis,

• Big Data Systems,

• Automatic Speech Recognition,

• Multi-modal AI,

• Affective Computing,

• Multi-Agent Systems,

• Reinforcement Learning,

• Medical Image Analysis

Ongoing Projects (Summary of major projects with collaborators): 

1) ScenaiosDB 

2) IndicNLP

3) IUDX Data Trusts

4) Big Data Analytics for Policy Support

5) Responsible Autonomy

6) Traffic Modeling and Simulation

7) Precision Learning for Enterprise

8) Narrative Arc for Effective Learning

9) Navigated Learning

10) SDG 2D Visualization

11) Generative AI-Driven Navigated Learning for STEAM Education, Gooru India Foundation for Learning Innovation 

12) Development of an Automated Medical Report Generation System for Improved Diagnostic Efficiency, MINRO, IIIT-Bangalore 

13) MINRO (Machine INtelligence and RObotics) funded project on “Multi-lingual Speech Technology for Indian Languages” (2018 -) 

14) Coordinated Multimodal Sensing for 6G Applications, 6G Flagship Finland 

15) Multimodal Analysis and Synthesis, Openstream AI 

16) MINRO Center – AI for Social Psychology 

17) Generalized Wasserstein Deep Forest: An Interpretable Deep Learning Model for Imbalanced Learning 

18) Deep Generative Models to Improve Learning Process in Geospatial and Earth Science Applications

19) UAV data analysis for agriculture/forestry applications in North-Eastern States of India using Machine Learning

20) Technology Assisted Precision Agriculture for Small Indian Farmer (TAPAS)

21) Revolutionising the Retail

22) Mobile App Design & Development for BappCo Cal