Measurement reviews, pricing and monetization, customer analytics, experimentation, forecasting, and marketing measurement, including Bayesian models and incrementality.
Production AI, ML & optimization
Build and scale production systems for recommendations, pricing, fraud detection, logistics, and AI agents.
Recommendations serving millions of users at HelloFresh; bidding and fraud systems at Mistplay; logistics optimization at Alibaba.
System architecture, hands-on development, evaluation, deployment, and operational reliability. Experience includes combinatorial optimization for logistics and multi-armed bandits for campaign and discount optimization.
Data & AI leadership
Work with your leadership team on strategy, hiring, team structure, and where to invest in AI.
Scaled the team from 5 to 45 at Mistplay and from 3 to 75+ at HelloFresh.
Executive advisory, organization reviews, roadmap prioritization, and leadership support for founders, executives, and data leaders.
Working together
We start with a conversation about what you want to achieve and what’s getting in the way. Then we agree on the scope and whether you need advice, hands-on work, or ongoing leadership support.
Through Rise AI Consulting
Independent engagements are contracted through Rise AI Consulting LLC and delivered by me personally. You work with me directly, from defining the scope to delivering the work.
I work as an independent advisor to the Boston Consulting Group (BCG) and to a selected portfolio of tech startups.
Through PyMC Labs
I’m a Partner at PyMC Labs, where I lead the GenAI vertical. Engagements through PyMC Labs are delivered with its teams of PhD-level data scientists. You work with a PyMC Labs team, with scope and contracting handled separately through PyMC Labs.
Through PyMC Labs, I’ve worked on engagements for Wegmans, Colgate-Palmolive, Consumer Edge, and other Fortune 500 companies.
What’s on your mind?
Tell me what you’re working on and where you could use help.
Prefer LinkedIn?