I build AI products and platform infrastructure for B2B SaaS. Currently Group PM at PartnerStack (now part of AppDirect), shipping MCP servers, AI agents, and a small GenAI suite. Before that: AI/ML PM at AWS Envision Engineering, Group PM running the integrations ecosystem at Lever, and a longer career in API platforms going back to CDN/edge work in Brazil.
As the skill barrier to building keeps dropping, my question has shifted from “do I know how?” to “what’s valuable to build, and for whom?” This site is where some of that thinking takes shape: side projects, prototypes, experiments, and posts. Partly a learning log, partly a way to give back to the community that taught me.
Brazilian-Canadian, in Calgary. Husband, father of three.