I ship AI systems operators actually use.
I find the slow work and remove it, with a human approval step built in.
“I sit with operators at large companies, find the slow work, and ship AI that removes it.”
Forward deployed AI engineer at Resorsi. I ship AI systems operators actually use, with a human approval step built in.
Most of the work sits behind the interface: the workflows, integrations, and human approval steps that keep an AI system trustworthy once real operators depend on it.
Growth system for a DTC sleep brand with 100,000+ customers: the only 100% blackout curtains with GREENGUARD Gold, featured on CBS and ABC, and backed by Canada's largest sleep retailer. The plugin drafts PR, affiliate, and editorial outreach in the founder's voice, then stops for a person before anything is sent.
Matching system for a B2B creator agency that runs programs for Anthropic, Zapier, Notion, and other top tech brands, and has paid out millions to creators. Import, shortlist against a brief, video-review, then a person approves before anyone hits CRM or goes to a brand.