Principal AI Engineer specializing in LLM-powered solutions. I focus on AI-first development and creating reliable technology solutions efficiently, following lean startup principles to deliver value quickly.
"Building x100 solutions by finding the minimal viable approach first, then iterating rapidly."
graph LR
A[Problem] --> B[Identify MVP]
B --> C{Can AI solve it?}
C -->|Yes| D[AI Solution]
C -->|No| E[Traditional Approach]
D --> F[Test & Iterate]
E --> F
F --> G[Scale Solution]
style A fill:#f9f9f9,stroke:#333,stroke-width:2px
style B fill:#f9f9f9,stroke:#333,stroke-width:2px
style C fill:#f9f9f9,stroke:#333,stroke-width:2px
style D fill:#e1f5fe,stroke:#0288d1,stroke-width:2px
style E fill:#f9f9f9,stroke:#333,stroke-width:2px
style F fill:#f9f9f9,stroke:#333,stroke-width:2px
style G fill:#e8f5e9,stroke:#388e3c,stroke-width:2px
An MCP (Multi-purpose Companion for Productivity) for downloading and interacting with documentation, enhancing developer productivity through AI-powered assistance.





