Poorv Mangla

About Poorv Mangla

I build AI systems that work in production — not just in notebooks. As a System Engineer at Infosys, I specialize in Generative AI and Agentic AI: designing multi-stage RAG pipelines, orchestrating LLM agents with LangChain and LangGraph, and shipping reliable AI backends via FastAPI on Azure OpenAI. My work sits at the intersection of applied ML and modern LLM engineering — where statistical rigor meets real-world deployment. What I bring to the table: → End-to-end GenAI pipeline design (retrieval, generation, hallucination control) → Agentic architectures using MCP-based modular tool design → Production-grade ML: feature engineering, model optimization, cross-validation at scale → Research-backed thinking — 2 published papers + 1 patent in applied ML & IoT I\'m actively working on problems where LLMs need to be accurate, fast, and trustworthy — not just impressive demos. If you\'re building in that space, let\'s connect.

Experience

1. System Engineer

   Infosys

   Jan 2026 — Present · Hubballi Urban, IN