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Gautam Singh

@gautamsingh4

AI Engineer at LTM building production RAG pipelines and multi-agent systems, including a retrieval pipeline that improved accuracy by 40%.

India

Message

What I'm looking for

I'm looking to join a team building scalable, production-grade GenAI and RAG systems.

At LTM, I architected an enterprise RAG pipeline that improved contextual document retrieval accuracy by 40% and reduced manual search time by about 15 hours a week. I also engineered a fraud detection system that cut false-positive rates by 35% and built a multi-agent workflow that automated enterprise processes.

I built SafetyNet to test RAG applications for hallucinations, unsafe content, and regressions, and I’m building TokenReducer to optimize AI coding-agent workflows. At Ericsson India Global Services Pvt. Ltd., I designed and deployed a Car Service Management Portal that improved service workflow efficiency by 40%.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer / Software Engineer

Current

LTM

Jul 2025 - Present (1 year 3 months)

Architected an enterprise-scale RAG pipeline using Azure AI Foundry and ChromaDB, improving retrieval accuracy by 40%. Engineered a hybrid CNN + XGBoost fraud detection system, cutting false-positive rates by 35%.

Azure AI Foundry ChromaDB RAG CNN XGBoost Microsoft Bot Framework Multi Agent Systems

Software Engineering Intern

Ericsson India Global Services Pvt. Ltd.

Jun 2024 - Jul 2024 (1 month)

Designed and deployed a full-stack Car Service Management Portal, improving service workflow efficiency by 40%. Collaborated with cross-functional agile teams to accelerate sprint delivery by 20%+.

Fullstack Development Agile Project Management