Kiran Purohit

Kiran Purohit

Research Scholar

IIT Kharagpur

I am currently pursuing my Ph.D. in the Department of Computer Science and Engineering at IIT Kharagpur, under the supervision of Prof. Sourangshu Bhattacharya. I am also a member of the Complex Networks Research Group.

Research - I am broadly interested in Machine Learning, with specific interests in Scalability, Explainability and Data-centric AI. I have applied these techniques on problems in Computer Vision and Natural Language Processing. My research involves subset selection for efficient and robust deep learning. I would be happy to talk about recent advancements around LLMs.

Interests

  • Machine Learning
  • Data-centric AI
  • Subset Selection
  • Scalable AI
  • Trustworthy AI
  • Explainable AI

Education

  • PhD in Computer Science and Engineering, 2020 - Present

    Indian Institute of Technology Kharagpur

  • M.Tech in Computer Science and Engineering, 2018 - 2020

    National Institute of Technology Durgapur