David founded Linespotting Incubator in 2022. An idea becomes a working product the same week, from pyrolysis and materials recovery to security and AI — Zecuri, Grok Build Remote, AdSaver, OCCDEC, and Power Save Me.
Apps, sites, and physical processes shipped from this workshop. Marks and feature graphics are the real product art.
Hands-on AI curriculum from fundamentals to frontier research. Learn by building, not just reading.
Publish real findings. Build reproducible tools. Contribute to the global AI knowledge base.
Open processes, public reports, shared learnings. Everything we do, we do in the open.
Since 2022 the workshop has moved from one idea a month to an idea the same week. The portfolio covers phone apps, public sites, and physical work such as pyrolysis.
David is Catalyst and Founder. The latest public piece is Pyrolysis Yield, next to security and AI systems already in the stores.
See programs →Choose one or combine them for the full incubator experience.
From ML fundamentals to production-grade AI apps. Structured curriculum, hands-on projects, peer review, and industry mentors.
Turn rough concepts into validated ideas. Design thinking, rapid prototyping, user research, and pitching that resonates.
Ship products. Agile methods, cross-functional coordination, timeline management, and transparent reporting.
Lead teams and organizations. Communication, decision-making, ethical leadership, and building cultures of trust.
No prior AI experience needed — just curiosity and commitment.
Tell us about yourself and what you want to build. 15 minutes.
Casual 20-minute chat about your goals and how we can help.
Matched with peers and mentors based on skills and interests.
Orientation, resources, and your first project within a week.
David, Catalyst and Founder of Linespotting Incubator.
Transparency in action — follow our progress as we build in the open.
Linespotting Incubator is David’s workshop for turning an idea into a working product the same week. It has run since 2022 and publishes a portfolio of apps, sites, security and AI systems, and physical processes such as pyrolysis.
David founded it in 2022. He is Catalyst and Founder. His profile is on LinkedIn.
Phone apps, public websites, security and AI systems such as Zecuri, Grok Build Remote, AdSaver and OCCDEC, and physical work such as pyrolysis. The projects are listed on this page.
Email [email protected]. The company site is linespotting.com.
Apply, mentor, partner, or just say hi.
We're building in the open and we're always accessible. No question is too small — just send us an email.
