At IBM, I developed full-stack features for IBM Content Cortex, a production multi-tenant SaaS platform. I built REST APIs and tenant provisioning workflows, deployed services on Azure Red Hat OpenShift, and wrote tests that achieved 90%+ frontend and 93% backend coverage.
At Trinity College Dublin, I developed a real-time carbon pricing system using reinforcement learning and blockchain, reducing simulated pricing volatility by 20% and achieving 85%+ model accuracy. I also built a booking management platform with tenant-scoped APIs and an AI booking assistant, and co-authored CarbonChainRL, published in the IEEE ICDLT 2025 Conference Proceedings.

