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Nirmal Ganesh NatarajanNN
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Nirmal Ganesh Natarajan

@nirmalganeshnataraja

Associate Tech Lead at Applied Materials building semiconductor equipment monitoring and predictive maintenance, plus an MCP-based AI assistant.

India
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At Applied Materials, I lead development of an equipment monitoring and maintenance platform that turns real-time tool sensor data into preventive maintenance plans. I’ve built Angular dashboards and Python services for Etch, CMP, Ion Implant and other process tools.

I also designed and built a conversational AI assistant for site engineers using MCP, LangChain and LangGraph, and implemented a RAG knowledge base from support documents and release notes.

At HTC Global Services, I improved State Farm applications’ performance by about 70% and reduced database response times by 40% through refactoring, caching and query optimization. I also containerized and deployed applications on AWS and built Lambda functions to rotate RDS credentials stored in HashiCorp Vault.

Earlier at HTC Global Services, I developed Angular and Node.js applications, designed REST APIs, integrated Splunk and CouchDB, and contributed to the migration from AngularJS to Angular 2+.

Experience

Work history, roles, and key accomplishments

Applied Materials logoAM
Current

Associate Tech Lead

Sep 2024 - Present (2 years 2 months)

Lead development of an equipment monitoring and predictive maintenance platform for semiconductor fabs, converting real-time sensor data into preventive maintenance plans. Built tool monitoring dashboards and Python back-end services, and designed a conversational AI assistant using MCP, LangChain, and LangGraph.

HTC Global Services logoHS

Software Developer

Dec 2015 - Dec 2018 (3 years)

Contributed to the migration from AngularJS to Angular 2+ and built reusable components and modules.

Education

Degrees, certifications, and relevant coursework

LA

LangChain Academy

Introduction to LangChain (Python), LangChain

Completed the Introduction to LangChain (Python) course in October 2026.

AC

Adhiparasakthi Engineering College

Bachelor of Engineering, Computer Science

2011 - 2015

Bachelor of Engineering in Computer Science from Adhiparasakthi Engineering College, completed in 2015.

AS

Amazon Web Services

AWS Certified Cloud Practitioner, Cloud

Earned the AWS Certified Cloud Practitioner certification.

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