At DoubleDesk (Budii), I built much of the MCP and integration layer for an AI platform that runs front-office operations for SMBs. My work included MCP tools over GraphQL, third-party integrations, OAuth credential management, and strict-schema structured output on Azure OpenAI.
At Umbwela, my part-time side venture, I'm designing and building a contribution platform where contributors earn time-based credits for project work. Its event-sourced backend runs on .NET 10 and Microsoft Orleans, and the project has more than 7,800 automated tests.
Across my work, I've delivered production systems end to end, from front ends and APIs to relational data and cloud deployment. I'm focused increasingly on applied AI, and I use Claude Code with custom agents, skills, and hooks in my development workflow.
Earlier, as a Microsoft consultant and trainer, I advised clients on development technologies and helped them meet solution objectives. I favour building complex systems from simple constructs, rather than simple solutions from complex ones.
