AI Researcher and NLP Engineer specializing in Large Language Models (LLMs), Named Entity Recognition (NER), Relation Extraction, and ontology construction using fine-tuned DeBERTa models and custom NLP datasets.
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MPhil researcher specializing in Natural Language Processing (NLP) and Large Language Models (LLMs), with a focus on information extraction and knowledge representation. My work centers on designing custom datasets, fine-tuning transformer-based models for Named Entity Recognition (NER) and Relation Extraction (RE), and building end-to-end pipelines for generating knowledge graphs from unstructured text. I introduced emotion, action, and role-based semantic annotations to enhance narrative understanding and structured representation.
My current research extends toward formal ontology construction and semantic knowledge modeling.
2 years
MS Software Engineering in Software Engineering – GOVERNMENT COLLEGE UNIVERSITY FAISALABAD (2023-01 – 2025-12)
Bachelor of Science in Computer Science in Computer Science – VIRTUAL UNIVERSITY PAKISTAN (2019-01 – 2022-12)
