CEO & Co-founder of CUBIG. Building the missing operational data layer for enterprise AI.

I help freelancers save 10+ hours a week using AI. Follow for weekly prompts and tips.

I write deep dives on AI-ready data infrastructure, reproducible execution, and why enterprise AI breaks in production. Brand Marketer at CUBIG.

Writing about enterprise AI, data readiness, and the gap between clean demos and messy production reality.