• Doctor of Philosophy (Ph.D.)

• Department of Mathematics, IIT Kharagpur

• Broad area: Application and development of Deep Learning models in Legal NLP

• Supervisors: Prof. Adrijit Goswami and Prof. Saptarshi Ghosh

• Duration: Jul 2022 - Present

• Research Intern

• Ruhr-Universität Bochum, Germany, and Research Center Trustworthy Data Science and Security, Germany

• Broad area: Analyzing internal artifacts of Large Language Models (LLMs)

• Supervisor: Prof. Muhammad Bilal Zafar

• Duration: May 2025 - Aug 2025

Master of Technology (M.Tech.)

• Department of Mathematics, IIT Kharagpur

• Broad area: Computer Science and Data Processing

• Project Thesis: Biomedical Entity Extraction from unstructured text in the Biomedical domain by fine-tuning SpaCy & BERT 

  • • Project Supervisor: Prof. Adrijit Goswami

• CGPA: 9.32/10

  • • Rank: 2nd

• Duration: Sep 2020 - May 2022

• Research Engineer 

  • • TCS Research & Innovation Lab, Tata Consultancy Services 

    • Broad area: Application of Machine Learning Models

    • Duration: Jul 2019 - Sep 2020

• Master of Science (M.Sc.)

  • • Department of Mathematics, IIT Kharagpur

    • Broad area: Applied Mathematics

    • Project Thesis: Solution of Multi-objective Optimization Problems by modifying Coordinate Search & Pattern Search Techniques

    • Project Supervisor: Prof. Geetanjali Panda

    • CGPA: 9.55/10

    • Rank: 2nd

    • Duration: Jul 2017 - May 2019

• Bachelor of Science (B.Sc.) [Honours] 

  • • Department of Mathematics, Visva-Bharati, Shantiniketan

    • Broad area: Mathematics

    • CGPA: 9.59/10 (Hons.)

    • Rank: 1st

    • Duration: Jul 2014 - May 2017

• Higher Secondary Education (12th Class) 

  • • Berhampore J. N. Academy, WBCHSE Board

    • Broad area: Science

    • Percentage: 85.2

    • Passing year: May 2014

• Secondary Education (10th Class) 

  • • Berhampore J. N. Academy, WBBSE Board

    • Percentage: 83.57

    • Passing year: May 2012