clupai
Engineering with real world impact.
Full-stack systems and AI workflows.
Leading teams to ship.


GovChat is an AI-powered web app that lets users explore Australian government datasets using natural-language questions. It combines a Next.js frontend with a Python FastAPI backend to run a retrieval-augmented generation pipeline for grounded, contextual answers.

A full-stack note-taking app built with a production-style DevOps pipeline. The system is containerized and deployed on AWS, with CI/CD stages covering build, test, code quality, security scanning, and monitoring—built to reflect real engineering workflows, not just “it runs on my laptop.”

A production website/template built for New Millennium Model United Nations (NMMUN), used as the event’s public information hub. Designed for clarity, performance, and fast content updates under live-event constraints.

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Engineering with real world impact.
Full-stack systems and AI workflows.
Leading teams to ship.





