I help orgs design, evaluate, and scale intelligent systems. Whether you're navigating ML model development, setting up robust MLOps pipelines, or experimenting with agentic AI, I bring hands-on expertise across the stack. Get guidance that bridges research, infrastructure, and impact - not just hype.

These workshops are for teams stuck in the fog - too much data, not enough clarity. I guide orgs through structured decision-making frameworks rooted in causal inference, helping define objectives, surface assumptions, and document the tradeoffs that matter.

The result? Decisions you can actually stand behind - and learn from.Offered as one-off strategy intensives or a recurring cadence. Pricing scales with depth, not fluff.

I partner part-time with technical or founding teams to guide high-leverage decisions at the intersection of machine learning, infrastructure, and business strategy. That might mean refining an ML roadmap, mentoring engineers, designing scalable systems, or translating vision into architecture. You get senior-level input without the overhead - and a sharp eye on both what’s possible and what matters.

Ideal for early-stage startups, AI-native tools, or teams venturing into ML for the first time.