Sumant J.
Senior Staff AI Engineer | Architecting the Future of Agentic AI & RAG @ Synopsys | 11+ Years Experience | LangGraph • Model Context Protocol (MCP) • Neo4j • Ethical AI
- Role
- Senior Staff Engineer - Ai Ml at Synopsys Inc
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Sumant J.
Pioneering the shift from LLMs to Agentic AI Systems.As a Senior Staff AI Engineer with 11+ years of experience, I don\'t just build models—I build Autonomous Agents. My mission is to transform static Large Language Models into dynamic, tool-using agents that solve real-world business logic.I am currently leading initiatives at Synopsys to architect Multi-Agent Orchestration using LangGraph and standardizing how AI interacts with data through the Model Context Protocol (MCP). My work focuses on creating \"GraphRAG\" architectures by integrating Neo4j with RAG pipelines to provide deeper, more structured intelligence than traditional vector search alone.I am a firm believer in Ethical AI and robust MLOps. I use MLflow and Kubernetes to ensure that every model I deploy is not only high-performing but also observable, scalable, and safe for enterprise use. What I’m building right now:Autonomous IT Support Agents, Hybrid RAG Pipelines, and standardized AI-Data connectors using MCP.
Experience
Senior Staff Engineer - Ai Ml
Apr 2024 — Present · Hyderabad, IN
Architected Agentic AI Systems: Developed autonomous agents using LangGraph and LangChain for a multi-agent IT Support ticketing orchestration, reducing manual effort by 80%.Standardized Data Integration (MCP): Implemented Model Context Protocol (MCP) to unify LLM interfaces with enterprise data sources, reducing integration overhead by 40%.
Education
Jaipur National University
Master of Business Administration (MBA), Marketing
2014 — 2016
Analytics Training Institute
Business Analytics & Machine Learning
2012 — 2013
Great Lakes Institute of Management
Post Graduate Program in Artificial Intelligence and Machine Learning
2019 — 2020
Chhatrapati Shahu Ji Maharaj University
BA, Mathematics
2007 — 2010
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.