Experience

From Gen AI delivery to full-stack freelancing

A timeline of roles that shaped my engineering journey — building scalable AI systems and production-grade applications.

Roles

Years Active

10+

Projects Delivered

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

Technologies

Azure DevOpsCI/CD PipelinesNode.jsMarketing AutomationREST APIsGit

Technical Skills

Technologies and tools I work with

Programming Languages

3 skills

Python

JavaScript

Node.js

Databases & Storage

4 skills

MongoDB

MySQL

PostgreSQL

Firestore

IDE, Tools & Frameworks

8 skills

Antigravity

React.js

Next.js

React Native

Git

GitHub

Postman

Copilot Studio

Backend and APIs

8 skills

FastAPI

Node.js

Express.js

REST APIs

Microservices

API Gateway

SQLAlchemy

Pydantic

AI/ML Tools & Techniques

16 skills

GenAI

LLMs

NLP

MAF

RAG

LangChain

LangGraph

Prompt Engineering

Fine-Tuning

BERT

Vector DB

MLflow

CrewAI

Agentic AI

Azure AI Foundry

AI Agents

Cloud & MLOps

8 skills

Azure DevOps

Docker

Azure

Azure AI Foundry

Azure Document Intelligence

Airflow

MLflow

Azure Blob Storage

Interested in working together?

I'm always open to discussing new opportunities and interesting projects.