I test and document AI workflows against real organizational needs, sharing what actually works in production.

I build workflows for HR, sales ops, customer success, data analysis, and operational tasks, always measuring real ROI before scaling.

I share templates, implementation guides, and honest assessments of where AI automation delivers value vs. where humans still win. Every workflow I publish has been tested against actual business data, not demo datasets.

I love hiking and I'm down to drink Matcha any day!