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Johnny
Founding Engineer | Head of Engineering | 0->1 product builder | Rails, AI-native systems, operational workflows
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About
Founding-engineer style builder with 15+ years of experience turning ambiguous ideas into real products, scalable systems, and operational workflows. I work best at the intersection of product, engineering, operations, and commercial reality: shaping the wedge, spotting leverage, and building systems teams and users can trust. Most of my career has been in startup and scale-up environments, owning delivery end to end while staying hands-on in product shaping, architecture, implementation, and launch. More recently, I have focused on AI-native products and delivery workflows, including agent-friendly systems, AI-assisted operating models, and dark-factory ways of shipping that make execution faster, more testable, and easier to trust.
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Projects
In-house Engineering Transition - Established engineering standards, CI/CD discipline, and operational readiness.
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Experience
Founder / Founding Engineer - Explore My Profile - Built and launched a product designed to turn static professional profiles into richer, more interactive, and more inspectable experiences. Owned the product end to end across idea shaping, UX, Rails implementation, onboarding, integrations, and launch preparation. Used it as a practical sandbox for AI-assisted delivery, agent-friendly system design, and dark-factory workflows built around explicit instructions, scoped execution, validation, and evidence-backed shipping.
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Writing
From Development Governance to Production Governance - My software dark factory behind Explore is an end-to-end agentic operating platform with governance built in. Development governance earns trust before merge....
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