At VTT, I developed web applications for internal operators and clients using Java, Spring Boot, React, TypeScript, and REST APIs. I also modeled MySQL data and wrote SQL queries to support the portal and investigate issues.
I developed Luna, an internal AI assistant for querying records, comparing data, calculating averages and medians, and generating charts. I integrated RAG and MCP to provide dynamic memory, project- and user-specific context, and profile-based personalization.
I maintained the portal's analytics and automated checks for key user flows with Cypress and Jasmine. In personal projects, I built tools including CLT vs PJ, a calculator for comparing employment proposals, and Tarja, which flags potentially personal or sensitive data in MySQL schemas.
