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YASH SANWAL

@yashsanwal

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AI/ML intern at IIT BOMBAY building RAG systems for grounded answers and hallucination mitigation.

India

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At IIT BOMBAY, I’m contributing to AI/ML dataset development and computer vision research involving spatial and architectural data.

At DEFENCE RESEARCH AND DEVELOPMENT ORGANISATION (DRDO), HYD, I developed RAG pipelines and hallucination detection and mitigation systems for defence intelligence queries. I used FAISS and dense embeddings to evaluate retrieval quality with precision and recall metrics.

I built NBAG, a document Q&A platform combining hybrid retrieval, reranking, and Neo4j GraphRAG. It includes page-level citations and LLM-as-judge evaluation, and is deployed on Vercel and Oracle Cloud.

My projects also include autonomous research and software-engineering agents, a multimodal research agent, and an AI platform combining RAG, GraphRAG, agents, and evaluation workflows.

Experience

Work history, roles, and key accomplishments

AI/ML Intern

IIT Bombay

Sep 2026 - Dec 2026 (3 months)

Contributing to AI/ML dataset development and computer vision research involving spatial and architectural data.

AI Computer Vision Data Set Development

Research Intern | LLM · RAG

Defence Research and Development Organisation (DRDO)

Jun 2026 - Sep 2026 (3 months)

Building an end-to-end RAG pipeline using vector databases and transformer-based retrieval to provide accurate, source-grounded context to LLMs, reducing hallucinated outputs. Developing a RAG-based hallucination detection and mitigation system using LangChain and open-source LLMs, and designing retrieval pipelines with FAISS and dense embeddings.

RAG Lang Chain Faiss Dense Embeddings Vector Databases LLM Hallucination Detection Precision Recall Metrics

NGO Community Operations and Strategy Volunteer

Swatantra Sainani Amar Shahid Ramesh Swami Seva Sansthan

Jul 2023 - Jul 2024 (1 year)

Coordinated community engagement programs and strengthened relationships with local communities. Contributed to operational planning, resource allocation, and project execution, and assisted in developing strategies to improve outreach and volunteer participation.

Community Engagement Operational Planning Resource Allocation Project Execution Strategy Development Monitoring Documentation

Education

Degrees, certifications, and relevant coursework

Guru Gobind Singh Indraprastha University

B.Tech, Computer Science Engineering

2024 -

Grade: 8.28/10

Pursuing a B.Tech in Computer Science Engineering with a focus on AI and Data Science, maintaining a CGPA of 8.28/10.

Oracle

Certification, Artificial Intelligence

2026 - 2026

Earned OCI AI Foundations Associate and Oracle Agentic AI Foundations Associate certifications in 2026.

Anthropic Academy

Certification, Artificial Intelligence

Completed certifications in Claude API, Claude Code, Model Context Protocol, Prompt Engineering, AI Fluency, Building AI Agents, and AI Safety & Evaluation.