Artificial Intelligence & Machine Learning Lab

Introduction

Artificial Intelligence (AI) and Machine Learning (ML) technologies are emerging as promising solutions, which have the potential to improve customer experience and in-house process automation in banks and financial institutions. In the view of growing success-rate of research and development of AI and ML based tools and technologies, the AI & ML Lab is set up to conduct applied research in the emerging areas of artificial intelligence and machine learning technologies with a specific focus on the Banking and Financial domain.

Objectives

  • Carry out research and development in the emerging areas of artificial intelligence and machine learning technologies with a specific focus on the Banking and Financial Sector
  • Develop frameworks and proof of concepts in various cutting-edge AI/ML technologies for multiple Banking and Finance use cases
  • To carry out collaborative research with reputed Indian as well as international institutions
  • Knowledge sharing through training programmes and CAO Forum on emerging banking use cases of AI and ML

Work Proposed to be carried out

  • Privacy preserving Machine Learning
  • Practical Machine Learning
  • Advanced Deep Learning for Intelligent Video Surveillance
  • Intelligent Process Automation and Financial NLP

Coordinator

Dr. Mridula Verma

Assistant Professor

Research Fellows

Hemraj Singh

Guide: Dr. Mridula Verma

Topic: Video Salient Object Detection using Lightweight Deep Learning Approaches

Zarka Bashir

Guide: Dr. Mridula Verma

Topic: Federated Learning

Research