Sourav Sharma

About Sourav Sharma

AI Engineer with 4+ years of experience, including 3+ years designing and deploying production-grade GenAI and Agentic AI systems on Databricks, AWS, and Azure. Specialized in architecting enterprise RAG pipelines, multi-agent orchestration frameworks, and hallucination-controlled LLM platforms using LangChain, LangGraph, LlamaIndex, and vector databases. Hands-on experience with AWS Bedrock, Amazon Titan embeddings, Databricks Vector Search, Model Serving, MLflow, Azure OpenAI, and hybrid retrieval architectures. Strong expertise in building modular, scalable, and compliance-ready AI systems with guardrails, memory persistence, intent routing, and observability layers. Experienced in deploying LLM-powered AI applications across cloud and real-time inference environments with CI/CD, monitoring, and governance controls.

Experience

1. Sr Gen Ai Engineer

   Ascendion

   Sep 2025 — Present · Gurugram, IN

   Designed and delivered an end-to-end Investor Relations AI platform for a bio-pharma client, integrating RAG-based IR Chatbot and External Q&A semantic search using Databricks Model Serving, Vector Search, and Amazon Titan embeddings.• Implemented a hallucination-free retrieval architecture combining hybrid vector similarity, deterministic ranking IR responses.• Built a production-grade safety and governance layer with LLM-driven intent routing, deployed via Databricks Jobs.

Education

• Panipat Institute of Engg. & Technology

  Bachelor of Technology, Computer Science

• International Institute of Information Technology Bangalore

  Postgraduate Diploma, AI/ML