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Sandeep Halder

Principal Software Engineer · AI Infrastructure

Sandeep Halder

Building agentic AI and Graph RAG systems that automate security review, code quality analysis, knowledge retrieval, and QA generation across enterprise engineering workflows.

Agentic AIGraph RAGLangGraphNeo4jMCP Servers
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Bangalore, India

Overview

Principal Software Engineer with 10+ years designing and scaling enterprise software. I currently lead AI infrastructure at Dell, building agentic and Graph RAG systems that automate security review, code quality analysis, knowledge retrieval, and QA generation across engineering workflows. Currently pursuing an MTech in Artificial Intelligence at BITS Pilani.

What I’ve built

AI vulnerability checker

Devin, MCP servers, and LangGraph wired directly into the PR pipeline to catch security issues before they escape to production.

Code-quality analyzer

Agentic AI + MLflow running on every check-in to speed up PR review and reduce manual review load.

Graph RAG knowledge base

LangChain + Neo4j orchestrated with Airflow, unifying Jira, Git, and Confluence search into one retrieval layer.

Automatic test-generation platform

Neo4j Graph RAG, LangGraph, and MCP servers, cutting down manual QA scripting effort.

Repositories

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Toolkit

AI / ML

LangChainLangGraphNeo4jMLflowGraph RAGMCP ServersHugging Face (PEFT/LoRA)LiteLLMPortkeyRagasDeepEval

Languages

JavaPythonRxJava

Data

Neo4jOraclePostgreSQLTimescaleDBpgvector

Cloud & DevOps

AWSDockerKubernetesOpenShiftJenkinsAirflowGit

Career

2021 — Present

Principal Software Engineer, AI Systems & Architecture
Dell Technologies
2018 — 2021

Senior Software Engineer
Dell Technologies
2015 — 2017

Senior Software Engineer — Algorithmic Optimizations & ML
Oracle
2013 — 2016

Module Lead / Software Engineer — cloud metering, insurance systems
VMware & CenturyLink
2006 — 2013

Progressive engineering roles — B2B SOA middleware, web platforms
Capgemini, Notional Systems
2006 — 2008

Founder — shipped an Operational Risk Management app for Bank of Jeddah
Axis (own startup)

Education

  • MTech, Artificial IntelligenceBITS Pilani · in progress
  • PGDM, FinanceSinhgad Business School
  • Masters in ManagementUniversity of Pune
  • B.Tech, Electronics & CommunicationKalyani Govt. Engineering College

Certifications

Machine LearningNLPSCJP 6NCFM Capital & Derivative Market