I’m Frank – a data engineer and applied AI builder focused on making complex systems reliable, scalable and genuinely useful. I’ve architected high-volume Spark and Databricks pipelines, designed cloud-native platforms across AWS and Azure, and delivered millions in modeled savings for enterprise data teams. Recently, my work has centered on the emerging stack around GenAI and Model Context Protocol (MCP), where I explore how LLMs reshape workflows, data engineering patterns, and real-world decision systems. If you’re interested in robust data platforms, production AI, or the future of intelligent tooling, you’re in the right place.