At CTX PROTOCOL, I built and shipped 8 MCP-native intelligence products across financial markets, crypto, business intelligence, legal research, geospatial analysis, and mobile app analytics. I integrated live data from 20+ sources and designed pipelines and caching that reduced repeated external API calls by 70%.
I built RetailBox end-to-end, from its POS application and documented REST API to its AWS infrastructure and CI/CD pipelines. I also built its storefront and product recommendation system; at Spark Strand and Maihomm, I developed client-facing applications and a full-stack property investment platform.

