Who I am and what I build?
I’m a Software Engineering undergraduate focused on building AI systems using LLMs, agentic workflows, and RAG. I develop full-stack AI applications with FastAPI, Next.js, and vector databases, turning machine learning concepts into working products.
My experience includes multi-agent systems, conversational AI, and data analytics pipelines built with LangChain and LangGraph, with a focus on practical system design and deployment.
AI Projects
Professional Certificates
AI Agent Systems
What I can help you build?
AI Engineering
Building production AI systems using LLMs, LangChain/LangGraph, RAG pipelines, and vector databases. Focused on multi-agent architectures, tool-calling workflows, and scalable AI backend design.
Full-Stack Development
Developing AI-powered web applications using Next.js and FastAPI with secure APIs, authentication systems, and database integration. Focused on scalable, production-ready architectures with modern deployment practices.
Skills & Technologies
What I’ve built and shipped?
iStore – AI Agent & Full Stack
iStore is a full-stack e-commerce application integrated with an AI agent that enables conversational shopping. Users can interact with the system using natural language to browse products, manage wishlists, and complete purchases. The backend is powered by FastAPI, with a LangChain-based agent orchestrating intelligent user interactions, and the system is containerized using Docker for deployment.
CeylonTrip AI - AI Agent
An intelligent travel planning platform that generates personalized Sri Lanka itineraries using a collaborative multi-agent AI architecture. The system helps travelers create optimized trips based on preferences, destinations, budgets, and travel duration.
House Price Prediction – ML Algorithm Comparison
An end-to-end regression system comparing multiple ML algorithms—including Linear Regression, Ridge, Lasso, Random Forest, and Gradient Boosting—to identify optimal predictive performance on King County housing data, backed by automated feature engineering and an interactive Streamlit valuation app.
Minimal - Full Stack
A minimalist luxury fashion e-commerce platform featuring role-based JWT authentication, interactive product catalog, wishlist and cart management, Stripe checkout, and a full-featured administrative portal.
Where I’ve worked and built?
Full Stack Developer
Fiverr (Freelance)
Developed responsive full-stack web applications using React.js, Next.js, Node.js, and Express.js. Built REST APIs, authentication systems, and scalable digital solutions while delivering client-focused projects across multiple domains.
Let’s connect and build together?
Exploring opportunities to collaborate, learn, and build impactful AI-driven solutions. Currently open to internships and exciting project opportunities in AI Engineering and software development.