Saumya Singh

Research Intern

About

My name is Saumya Singh. I am a second-year undergraduate student pursuing B.Tech in Artificial Intelligence at the Indian Institute of Technology, Kharagpur. I am passionate about machine learning, data analysis, natural language processing, and computer vision.

Country

India

City

New Delhi

Industry

Computer Software

Skill

PyTorch, Keras, Scikit-Learn, Machine Learning Algorithms, TensorFlow, Artificial Intelligence (AI), Deep Learning, Python (Programming Language), Data Analysis, Data Science, Machine Learning, Computer Vision, Natural Language Processing (NLP), Large Language Models (LLM), Retrieval-Augmented Generation (RAG)

Experience

Research Intern

DRDO

2025-8 - 2026-1 · 6 mos

Designed and deployed a secure, offline document digitization pipeline using multimodal LLMs and Retrieval-Augmented Generation (RAG) to extract, structure, and query information from scanned documents. Implemented OCR, document parsing, and semantic retrieval to enable accurate information extraction while ensuring data privacy through fully offline processing. Optimized the system for efficient indexing and context-aware responses from large document collections.

Research Intern

IIT Mandi

2025-3 - 2025-7 · 5 mos

Developed NLP models using large language models (LLMs) to paraphrase long sentences into concise, meaningful text. This involves exploring techniques in text summarization and semantic understanding to improve clarity and coherence.