selvamani g
@selvamanig
Technical lead specializing in Generative AI, RAG systems, and scalable backend engineering.
IndiaWhat I'm looking for
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
Technical Lead
JkTech
Jun 2023 - Present (3 years)
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.
Spearheaded a serverless risk scoring system for fleet insurance that reduced costs 20% and doubled throughput; architected an MPC data-sharing platform for five clients and streamlined AWS CI/CD to cut deployment time 15%.
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.
Software Engineer
Ebrain Technologies
May 2016 - Jun 2018 (2 years 1 month)
Developed and deployed Dockerized Angular applications, delivering a $5,000 cost reduction and supporting production readiness for client web apps.
Education
Degrees, certifications, and relevant coursework
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.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
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