Founder of JQ AI SYSTEMS. I build AI systems that turn repetitive research, content and operations work into workflows people can review and run.
Built for studios, consultants and small teams.
Selected work · Try the demos · AI skills · Discuss a project
Static preview · Explore the systems
Turn listings into Pinterest-ready content. Review and schedule image pins; prepare video pins in a separate manual queue.
Case study · Open demo · Watch the film
Read image batches, prepare ordered metadata, and validate the CSV before final human review and submission.
Case study · Open demo · Watch the film
Bring indexing checks, sitemap validation and dated search checkpoints into a repeatable operating routine.
Case study · Watch the film · Public breakdown
The film excerpts explain the workflows visually. Open the linked demos for guided interfaces using sample data.
| Project | Start here |
|---|---|
| JQ AI Skills | Portable, MIT-licensed instruction folders for Codex and Claude Code. Browse the catalog, inspect examples, or read the latest release. |
| Codex Control Center | Local observability and workflow review for Codex. Try the sample-data demo. |
| OutreachIQ | Lead research, drafting, tone checks and a human review gate. Explore the product. |
| Thumbnail Studio | A local workspace for thumbnail options, comparison and export. Explore the product. |
How I build and what you can inspect
I work with Codex, Claude Code, Python/FastAPI, PHP, SQLite and automation APIs, choosing the tools around the workflow.
The case-study repository explains the problem, workflow and review points. The demo gallery lets you explore the public walkthroughs. Client data, credentials and private implementation details stay private.
Discuss a project or explore the full website.



