Hello!

I'm Matthew — a data and analytics leader building AI-native platforms from Calgary, Canada. P.Eng, Berkeley MIDS, and 10 years, 0 months (and counting) of shipping the platforms, pipelines, and agentic workflows that make organizations measurably smarter.

These days I'm Product Manager for Stack Maps and the Public Data team at StackDX — leading 5 engineers across the US Dagster platform and the Canadian data pipelines, while staying close to the modern data stack (Dagster, Snowflake, Polars, DuckDB) I helped architect. On the side I build LLM-in-the-loop products at twochannel.ai — developed AI-first with a purpose-built Claude Code toolchain of custom skills, sub-agents, hooks, and MCP servers. Equally comfortable leading a team through a data transformation, architecting the Terraform, and shipping the React frontend that sits on top.