📄 Resume

About

I'm a PhD researcher in Data Science at IIT Palakkad with interests in uncertainty quantification, scientific machine learning, flow matching, and trustworthy AI. My background in mathematics and machine learning drives my passion for building models that are both accurate and reliable.

Education

• PhD in Data Science
  IIT Palakkad, Kerala (Ongoing)
• M.Sc. in Data Science
  University of Kalyani
• B.Sc. in Mathematics
  Presidency University

📄 Selected Publication

• Going Beyond Explainability: Learning Justifiable Vision Transformers Guided by Flow Matching
  Thomas John, Akshay Krishna, Jotipriya Das, Mrinal Das
  ECML PKDD 2026

Research Interests

• Uncertainty Quantification
• Flow Matching
• Scientific Machine Learning
• Probabilistic Deep Learning
• Privacy-Preserving AI
• Federated Learning

Languages

• English
• Bengali
• Hindi

Beyond Research

• Former competitive cricketer and university team captain
• Enjoy playing guitar and team sports
• Believe debugging is a surprisingly effective exercise in patience

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