Mandeep Singh

I’m a Generative AI Engineer intern focused on turning LLM capabilities into reliable, production-grade systems. I developed a neural text transformation service that preserves Markdown structure using sentence-level chunking and reconstruction, with scalable REST and gRPC interfaces.

I engineered an LLM rephraser pipeline with Groq LLM and plagiarism-check integration, reducing plagiarism scores from 90% to 0% in 2.47s using automated safe fallback logic. I also built context routing to dynamically integrate multi-section document context, improving the quality of AI-generated legal arguments.

I’ve delivered multi-modal document intelligence and legal knowledge tools, including a production-grade Citation Engine using Python/FastAPI and InLegalBERT with semantic search and real-time verification, plus a React-based interactive Citation Map. Beyond internships, I contribute to open-source (Kornia) and architect multi-agent workflows (LangChain) for vehicle diagnostics, predictive maintenance, and document processing with high extraction accuracy.