About

I am a highly motivated researcher specializing in Natural Language Processing (NLP) and AI, passionate about advancing research in large language and vision-language models, information extraction, and AI for cybersecurity. I thrive on solving real-world problems with cutting-edge technology and contributing to the open-source community.

Skills

  • Python (spaCy, scispaCy, NLTK, TensorFlow, PyTorch, HuggingFace, SBERT)
  • C++ (Object-Oriented Programming, teaching experience)
  • Model Evaluation, Prompt Engineering
  • NLP, Research Methodology, LLM, VLM

Experience

  • Research Fellow (AI) — Queen’s University Belfast, May 2024–Ongoing
    • Research on Large Language Models (LLMs) and Vision-Language Models (VLMs) for processing business process data (flowcharts, documents).
    • Investigating SOTA LLMs/VLMs for corporate data analysis and automation.
    • Integrating NLP and prompt engineering to streamline information extraction and structure parsing.
    • Developing and optimizing data pipelines for scalable, high-quality model training and evaluation.
    • Benchmarking and validating latest GenAI techniques for business problems.
    • Publishing research in peer-reviewed venues and contributing to open-source NLP/AI projects.
  • Subject Teacher — INTO Queen’s University Belfast, May 2025–Ongoing
    • Delivering lectures in Object-Oriented Programming using C++.
    • Designing assignments, practical labs, and assessments focused on core object-oriented principles.
    • Implementing student engagement and real-time formative assessment tools.
    • Carrying out duties including exam invigilation and grading.
  • Senior Research Assistant (AI-Security) — University of Southampton, Jul 2023–Jan 2024
    • Led a team to create a cyber-attack attribution dataset for NER tasks in cybersecurity.
    • Developed methods and metrics for dataset quality and effectiveness.
    • Analyzed and adapted SOTA approaches for cybersecurity use cases.
  • Lab Demonstrator / Teaching Assistant — Queen’s University Belfast, 2021–2022
    • Supervised lab practical classes for Python, Databases, Web Development, and Computing Foundations modules.
    • Marked assignments and invigilated lab exams.
  • AI Intern — Momentone, Mar 2022–Sep 2022
    • Built a mental health chatbot using Rasa and Huggingface transformer models.
    • Developed solutions focusing on real-world NLP for mental health support.
  • Lecturer — Royal Global University, Assam, Aug 2018–Sep 2019
    • Taught undergraduate courses: Python, OOP in C++, Introduction to Computing with C, Data Structures, and Algorithms.
    • Designed assignments, supervised projects, and contributed to curriculum development.