I build AI systems embedded in real workflows that improve operations.
Support systems · Product creation systems · Internal tools
Featured Work
AI Product Creation & PIM System
Product catalog management was a bottleneck — one person controlling everything, manual data entry from complex supplier files.
AI system that parses natural language and supplier data, auto-matches to collections, enriches with metafields, and outputs structured Shopify products.
Scalable catalog creation. Non-technical users enabled. Human bottleneck removed.
“AI should translate messy inputs into structured systems.”
AI Support Platform
Gorgias web interface was slow and failing. Support team needed faster ticket management.
Custom Electron desktop app with simplified interface, real-time updates, and quick-reply workflows.
200+ uses/month. Improved response quality and speed.
“AI must live inside workflows, not as a standalone tool.”
AI Plume Extension
Generic AI writing tools lack context and control.
Chrome extension that polishes text in any field with side-by-side preview and accept/reject workflow.
Control > generation. Users need to guide AI, not blindly accept outputs.
“Control > generation. Users need to guide AI, not blindly accept outputs.”
How I Think About AI Systems
- →AI without context creates noise
- →Adoption > features
- →Workflow integration > standalone tools
- →Most value comes from removing human bottlenecks