Built MessAPI, a production-ready data processing API designed to clean, validate, normalize, deduplicate, match, transform, and analyze messy data through one API. I designed the product architecture, API experience, authentication, usage metering, reliability systems, documentation, and developer workflows across REST, JavaScript, Python, and MCP — taking the product from concept through production deployment.