About
Dedicated and motivated postgraduate student with experience in AI/ML, Deep Learning, NLP, cryptography, and software development. Skilled in Python, Java, JavaScript, HTML, CSS, MySQL, and data analysis tools including Tableau and Power BI. Experienced in developing privacy-preserving protocols using Secure Multi-Party Computation (MPC) and building healthcare NLP applications using Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and Named Entity Recognition (NER). Possess strong problem-solving and analytical skills with a keen interest in machine learning research, data-driven solutions, and innovative technologies.
Skills & Expertise (27)
Work Experience
Cryptography Intern
Indian Institute of Technology Madras
Jan 2026 - Present
Developed a prompt-based framework for layman summarization of radiology reports using Named Entity Recognition (NER) and Retrieval-Augmented Generation (RAG). Implemented medical entity extraction using BC5CDR and Biomedical NER models and integrated external medical knowledge sources including SNOMED CT, Wikipedia, and RADx. Fine-tuned BGE embedding models and utilized ChromaDB for semantic retrieval and storage of medical term definitions.
NLP Intern
National Institute of Technology Karnataka (NITK), Surathkal
Jun 2025 - Jul 2025
Developed secure protocols using PSI, OT, and secret sharing techniques with Python-based implementation.
Data Science Intern
Luminar Technolab
Aug 2022 - Aug 2023
Generated patient-friendly radiology summaries using LLaMA-3 and Zephyr large language models with zero-shot and few-shot prompting strategies. Evaluated summaries using relevance (BLEU, ROUGE, BERTScore, METEOR), readability (FKGL, DCRS, CLI), factuality (AlignScore, SummaC), and clinical fidelity (CheXbert, RadGraph) metrics. Conducted experiments using Python, Hugging Face Transformers, SentenceTransformers, and NLP-based evaluation frameworks.
Education
Masters of Science (M.Sc) in Computer Science - Central University of Tamil Nadu
2024 - 2026 · Afghanistan
Bachelor of Science (B.Sc) in Physics - Kannur University – EKNM Govt.Collage Elerithattu Kasargod
2019 - 2022 · Afghanistan
Higher Secondary Education (Biology Science) - Rajahs Higher Secondary School Nileshwar
2017 - 2019 · Afghanistan
Certifications
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Skills (27)
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