---
title: "Amit Dey - Development Architect in Bengaluru | Tal"
description: "Meet Amit Dey, Enterprise Architect | GenAI & Agentic AI | LLM Orchestration | MCP | RAG | Enterprise AI | Distributed Systems based in Bengaluru. AI stack includes claude code, hugging face, and langchain. Explore public work links including github."
image: "https://tal.club/meet/amit-dey/share-image"
---

# Amit Dey on Tal

## Headline

Enterprise Architect \| GenAI & Agentic AI \| LLM Orchestration \| MCP \| RAG \| Enterprise AI \| Distributed Systems

## About

Staff AI Engineer with 15\+ years of experience building and architecting enterprise SaaS and backend platforms\. Since July 2025, I have been focused on AI Engineering, building agentic AI solutions and an AI orchestration layer for an enterprise payroll product\. My work includes LLM orchestration, MCP\-based architecture, AI agents, RAG, tool calling, and multi\-agent systems\. My current toolkit includes LangGraph, LangChain, LangSmith, LlamaIndex, CrewAI, MCP, FastAPI, Pydantic, and vector databases\. My background in Java, Spring Boot, microservices, distributed systems, API design, and cloud\-native architecture provides a strong foundation for building production\-ready enterprise AI solutions\.

## Location

Bengaluru

## AI stack

claude code

hugging face

langchain

langgraph

mcp

Chroma

## Work experience

Development Architect at SAP, Jul 2022 \- Present · 4 yrs 2 mos, Bengaluru, Karnataka, India, Staff AI Engineering & Agentic AI \| Jul 2025 – Present \- Building an AI orchestration layer for an enterprise payroll product, enabling AI\-driven interaction with existing business capabilities and systems\. \- Developing agentic AI solutions and LLM\-powered workflows using LangGraph, LangChain, GPT models, RAG, tool calling, and multi\-agent systems\. \- Converting existing enterprise capabilities toward MCP\-based architecture to enable AI agents to interact with enterprise systems through tools\. \- Implementing RAG evaluation and AI observability to assess retrieval quality, monitor LLM/agent behavior, and improve reliability\. \- Building AI services and integrations using FastAPI, Pydantic, LlamaIndex, CrewAI, LangSmith, and vector databases\. \- Designing AI solutions with a focus on enterprise integration, scalability, reliability, and maintainability\. \- Leveraging GitHub Copilot and Claude Code to accelerate development and engineering productivity\. Architecture & Backend Engineering \| Jul 2022 – Jun 2025 \- Led the modernization of SuccessFactors Payroll by migrating a cloud\-hosted application to a cloud\-native microservices architecture\. \- Architected scalable backend microservices using Java, Spring Boot, and SAP Business Technology Platform\. \- Designed event\-driven distributed systems using RabbitMQ, CQRS, Event Sourcing, and Saga patterns for scalability, resiliency, and consistency\. \- Designed REST APIs following OpenAPI/Swagger standards and enterprise integration patterns\. \- Drove architecture reviews, technical proposals, code reviews, engineering standards, and mentoring across engineering teams\. \- Improved production reliability through performance analysis, monitoring, root\-cause analysis, and continuous architectural improvements\.

Principal Software Engineer at Manhattan Associates, Nov 2020 \- May 2022 · 1 yr 7 mos, Bangalore Urban, Karnataka, India, \- Design and develop large\-scale, multi\-tier, distributed software products \- Build resilient and cloud ready solutions \- Provide technical leadership to a small group of software engineers\. \- Develop detailed design specifications for multiple areas of a software system\. \- Responsible for the design and implementation of complex frameworks\. \- Facilitate technology and skills knowledge transfer within the team and beyond

Associate Architect technology at Incture Technologies, Mar 2017 \- Oct 2020 · 3 yrs 8 mos, Bengaluru, Karnataka, India, \- Designed and architected Integrated Operations Platform for Murphy Oil Corporation\. \- Enabled data\-driven operational decisions through enterprise data integration and real\-time operational visibility\. \- Developed scalable backend services and integration components supporting operational workflows\. \- Worked closely with stakeholders to translate business requirements into scalable technical solutions\.

Senior Software Developer at Honeywell, May 2014 \- Mar 2017 · 2 yrs 11 mos, Bengaluru Area, India, \- Developed backend components for Demand Response Management Systems within Honeywell Smart Grid Solutions\. \- Implemented business logic using Java and enterprise technologies\. \- Conducted performance analysis, code reviews, debugging, and customer enhancement activities\.

Senior Software Developer at SAP Fieldglass, Aug 2010 \- Aug 2014 · 4 yrs 1 mo, \- Developed SaaS workforce management solutions for global enterprise customers\. \- Built integration connectors between Fieldglass and external enterprise systems\. \- Implemented business logic using Servlets and persistence layers using Hibernate\. \- Participated in full software development lifecycle activities

## Education

Master of Technology \- MTech, Computer Science, Indian Institute of Information Technology Kottayam

Non\-degree Coursework, Large Language Models – A Hands\-on Approach, Indian Institute of Science \(IISc\)

## Public links

- github: https://github\.com/amitdey7

[View the original profile](https://tal.club/meet/amit-dey)

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