Headline

Senior Software Engineer | Generative AI & Multi-Agent Workflows | RAG, LangGraph, MCP @ J.P. Morgan Chase

About

I am a Senior Software Engineer with 15 years of experience building highly concurrent distributed systems and 3+ years specializing in enterprise Generative AI orchestration. My current focus is on architecting production-grade RAG pipelines, multi-agent workflows (LangGraph), and integrating Model Context Protocol (MCP) to securely expose enterprise capabilities to autonomous workloads. I specialize in bridging the gap between cutting-edge AI models (OpenAI GPT-4/5) and robust backend infrastructure (Python, FastAPI, Java, AWS, Kafka). At JP Morgan Chase, I have successfully engineered event-driven LLM state-machines that accelerated developer velocity by 40% and reduced manual QA overhead by 50%. I am passionate about scaling AI platforms and building intelligent, autonomous backend systems

Location

Greater Bengaluru Area

AI stack

claude code

github copilot

hugging face

langchain

langgraph

openai

Work experience

Associate at JPMorgan Chase & Co., Sep 2021 - Present · 5 yrs 2 mos, Bengaluru, Role Highlight: Generative AI Developer architecting distributed RAG pipelines and autonomous workloads on AWS ECS. Key Metrics: Paste your exact resume bullets, ensuring the percentages (60% reduction in compliance review, 40% developer velocity increase) remain prominent. Recruiters skim for numbers. Tech Stack Tagging: LinkedIn allows you to tag specific skills to specific roles. Tag OpenSearch, LangGraph, Model Context Protocol (MCP), Python, and AWS directly to your JP Morgan Chase experience block.

Technology Lead at Infosys, Oct 2019 - Sep 2021 · 2 yrs, Bengaluru, Karnataka, India, Worked on below projects: Custom Multi - Cloud Portal The requirement here was to create a web portal in which users could spin up any of cloud resources like computing, storage etc from AWS, Azure and GCP. Below technologies were used. - React JS - For UI layer - Spring Boot - For Backend Layer - AWS , Azure SDKs - Terraform - For infrastructure spin up - Jenkins - For CI CD Innovation: The team were using Azure Q & A service for Chat Bot. However the organization had to pay $ 4K per month. I worked on a POC using tfLearn which could replace the Azure Q & A service which saved $4K to the organization.

Senior Associate at Cognizant, Sep 2011 - Oct 2019 · 8 yrs 2 mos, Chennai, Tamil Nadu, India, Worked on below projects. Education Portal:- Its a client specific portal where all the customers could login and connect with their friends, teachers and people from different regions. The users could make use of the study materials provided in the portal and improve on the topics or areas accordingly. Backend Technology:- - Spring Boot - Spring JPA - My SQL Education App in Internet TV: Education App is an application developed with Samsung Smart TV SDK. With the increase in technologies and flexi

Education

Master of Business Administration, Information Technology, Birla Institute of Management Technology (BIMTECH)

Master of Technology - MTech, Computer Software Engineering, Birla Institute of Technology and Science, Pilani