Project Inquiry

I work with a small number of companies on AI strategy, workflow redesign, and the systems required to put those ideas into production.

The starting point is usually not a predefined tool. I first want to understand how your team works, where knowledge-intensive processes consume disproportionate time, and where AI can create meaningful leverage.

If there is a strong use case, I can support both the strategic design and the technical implementation.

If you think there may be a fit, tell me a little about your company and what you are currently looking to improve.

Timing: I keep my workload intentionally focused and only take on a limited number of engagements at the same time. Timing depends on scope and current availability.

Scope: I focus on AI-native operating models, agentic workflows, knowledge systems, and custom AI software. I am most useful where there is a meaningful business problem to solve rather than a predefined technical task.

FAQ

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Work

About

My work started early. At 14, I was designing 3D identities for competitive eSports teams, with work reaching an audience of 350,000+.

Today, I work at the intersection of AI strategy and engineering. I help businesses redesign research, analysis and decision-making with AI, then build the systems required to make it real.

Much of this work began in private markets, where I developed agentic systems for research, deal qualification and advisory workflows.

My focus is simple: making AI part of how a business operates, not just another tool.

Focus Areas

  • → AI Strategy & Operating Models

  • → Agentic Workflows

  • → Knowledge & Research Systems

  • → Custom AI Software