LargitData
Expanded from frontend development to owning RAGi's full UI and API stack across React, Node.js/Express, and PostgreSQL, including versioned Docker releases delivered through Azure Pipelines.
Deliver RAGi to multiple organisations, supporting customer deployments ranging from a few hundred to more than 5,000 users, with configuration overlays and feature flags used to tailor each environment.
Design and implement customer identity integrations spanning LDAP and provider-based SSO, including just-in-time (JIT) user provisioning and group mapping, and build a repeatable onboarding flow for new customer environments.
Engineer offline deployment and upgrade workflows for fully air-gapped sites, packaging Docker images and model assets for on-site releases without registry or remote access.
Built RAGi's React frontend from scratch, establishing the UI architecture for enterprise chat, knowledge-base management, reporting, and administration workflows.
Built and owned AIMochi's React and MUI frontend from the ground up, delivering rich-text editing, voice input, and LINE authentication for a consumer AI assistant and note-taking product used by more than 23,000 users to date.
Maintained and extended Infominer's React data platform by resolving production issues and delivering new features for online volume tracking, keyword matching, and news monitoring.