Experience

From Gen AI delivery to full-stack freelancing — a timeline of roles that shaped my engineering journey.

Orion Innovation

CurrentFull-time

Associate Engineer - AI Delivery

Sept 2025 - PresentChennai, Tamil NaduAI & Technology

Building production-grade Gen AI and ML solutions at Orion Innovation, a global technology company. Delivered end-to-end AI automation systems for the insurance domain using RAG, LangChain, and Azure AI — and currently leading development of a Japanese loan automation platform (TOYO) for NLB.

Key Responsibilities

Engineered RAG-based Insurance Underwriter Automation using LangChain, Azure AI, and Python — reducing manual review time significantly
Delivered Subro Automation system to streamline insurance subrogation workflows end-to-end
Currently developing NLB TOYO — a Japanese loan automation platform using LLMs and NLP pipelines
Designed and maintained scalable data engineering pipelines for AI model ingestion and output

Technologies

Gen AILLMRAGLangChainAzure AIPythonFastAPINLPVector DBData Engineering

Fresh Spar Technologies

Part-time

Freelancing

May 2021 - PresentCoimbatore, Tamil NaduFull Stack & Freelancing

Founded Fresh Spar Technologies in 2021 as a full-service web and digital agency. Independently designed, developed, and delivered 10+ client projects across various industries — driving measurable growth and digital presence for each business.

Key Responsibilities

Founded Fresh Spar Technologies and scaled it into a full-service web & digital agency
Delivered 10+ end-to-end web applications for clients, improving business revenue by 10%+
Led full-stack development using React, Next.js, Node.js, Firebase, and AWS
Provided SEO and digital marketing services that improved client online visibility

Technologies

ReactNext.jsTypeScriptNode.jsMongoDBFirebaseAWSTailwindCSSSEODigital Marketing

Scoutabroad Pvt Ltd

Internship

Junior Software Engineer - Intern

Nov 2024 - Jan 2025RemoteSoftware / EdTech

Automated marketing workflows, boosting productivity and efficiency by 30%, resulting in improved client engagement and campaign performance. Streamlined deployments with Azure DevOps pipelines, cutting deployment time by 40%.

Key Responsibilities

Automated marketing workflows using Node.js scripts, boosting team productivity by 30%
Built and maintained Azure DevOps CI/CD pipelines, reducing deployment time by 40%
Integrated REST APIs to connect marketing tools with internal platforms
Collaborated remotely with cross-functional teams to improve campaign delivery speed