My Mission
I built this platform to give AI practitioners a clear, actionable path from tinkering with a prototype to leading strategic AI initiatives. By breaking the journey into five distinct mastery levels—Builder, Engineer, Architect, Marshal, Visionary, the site turns a complex field into a series of achievable milestones.
Why I Create This Website
- Self‑identification: People naturally see themselves at a certain stage (“I’m a Builder working toward Architect”). Mapping those stages to the site’s navigation makes it easy for users to find the content that matters most to them.
- Community‑first design: Each level becomes a pillar for discussion, resources, and future gamified experiences (badges, exclusive courses, peer groups).
- Strategic focus: The Core‑Tech and Strategic‑Tech roadmaps surface the technical foundations and the higher‑order thinking needed to move from execution to strategy.
The Roadmap
Models | What You'll Learn | Core-Tech | Strategic-Tech |
|---|---|---|---|
The Builder | Hands‑on prototyping, data pipelines | Foundations of ML, tooling | - |
The Engineer | Scalable models, performance tuning | Engineering best practices | Intro to AI product thinking |
The Architect | System design, integration, Self-hosting | Architecture patterns | Aligning AI with business goals |
The Marshal | Governance, security, compliance | Risk management | Ethical AI and policy |
The Visionary | Thought leadership, innovation | Emerging research | Shaping AI strategy at the enterprise level |
Each pillar is populated with articles, tutorials, and curated resources that evolve as the field does.
About Me
I’m a developer who lives at the intersection of software engineering and AI research. My work has always been about turning ideas into reliable, production‑ready systems. This site is the natural extension of that passion, providing the same rigor and clarity I apply to my own projects to the broader AI community.
Join The Journey
Whether you’re just starting out or you’re ready to influence AI strategy, the 5 levels give you a roadmap and a community to grow with. Explore the Levels menu, dive into the AI Labs and let’s level up together.