Product-oriented engineer building AI-native systems at the intersection of scalable backend architecture and intelligent automation. Deep experience with Spring and Python ecosystems, from high-load banking microservices serving 2M+ customers to LLM-powered developer tooling. Currently building Seedfast (https://seedfa.st/), a schema-aware data generator for Postgres in compliance-sensitive environments.