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selvamani g

@selvamanig

Technical lead specializing in Generative AI, RAG systems, and scalable backend engineering.

India
Message

What I'm looking for

I seek roles building production-grade Generative AI and backend platforms where I can lead engineering teams, drive RAG/LLM solutions, and improve system performance and reliability.

I am a Technical Lead with deep expertise in Generative AI, Retrieval-Augmented Generation (RAG), and scalable backend systems, having delivered measurable performance and cost improvements across financial and insurance platforms. I architected enterprise RAG solutions, built AI-powered extraction pipelines using LangChain and AWS Textract, and led backend optimizations that doubled system performance and cut manual review time by 40%.

I lead teams with an emphasis on TDD, CI/CD and incident management, mentoring engineers to raise productivity and reliability. My work includes implementing evaluation frameworks, secure data-sharing platforms, serverless risk scoring, and production incident reductions, demonstrating a consistent track record of operational impact and technical leadership.

Experience

Work history, roles, and key accomplishments

JK
Current

Technical Lead

JkTech

Jun 2023 - Present (2 years 4 months)

Directed Generative AI strategy and architected an enterprise RAG system for financial document analysis, reducing manual review time by 40% and improving system performance 200% via backend optimizations.

PI

Senior Software Engineer

Photon Interactive

Jul 2018 - Oct 2020 (2 years 3 months)

Implemented PagerDuty-based incident management reducing critical incidents 40% and mentored support engineers to cut customer support tickets 95%, improving overall system reliability.

Education

Degrees, certifications, and relevant coursework

Anna University, MIT Campus, Chennai logoAC

Anna University, MIT Campus, Chennai

Bachelor of Engineering, Automobile Engineering

Completed a Bachelor of Engineering in Automobile Engineering at Anna University, MIT Campus, Chennai, graduating in April 2016.

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selvamani g - Technical Lead - JkTech | Himalayas