An IT project manager and software engineer with a track record of shipping complex products through clear specifications and practical governance. My experience spans from managing teams in animation studios to leading engineering workflows in the IT sector. I specialize in the intersection of delivery and engineering, helping teams transition from ad-hoc "vibe-coding" to Spec-driven development (SDD).

Through my courses, I share the mental models, templates, and tooling necessary to align developers and technical PMs. My goal is to help teams build deterministic AI systems and scalable architectures without accumulating "house of cards" technical debt.