Interim AI/ML PM
- Helping companies develop impactful machine learning and AI products and bringing them to market
- Instead of spending months researching, I help teams quickly test and develop products
- Bringing experience developing ML/AI products at companies like Yelp, Apheris, Blinkist & Go1, as well as a PhD in machine learning
- Offering interim product management roles of 3, 6, or 12 months, usually 3-5 days a week
My experience
Handshake AI Machine Learning Expert (freelance)
Helping leading AI labs develop better ML models
2025 & 2026
Celebrate / Kartenmacherei Principal PM (freelance)
0 to 1 product, machine learning, agentic development
2025 - 2026
Blinkist Principal PM (freelance)
Bringing Blinkist to your company - building B2B & AI coach
2025
Go1 Head of Product
Headed Content & Discovery products for B2B learning content aggregator, responsible for: search & discovery, content intelligence, content management. Hired, onboarded, and managed 3 PMs in EU and Australia.
Impact: uplifted metadata w/ LLMs (36% → 95% coverage), improved core search (5% lower time-to-click)
2024-2025
Blinkist Principal Data Product Manager
PM for personalisation and discovery. Developed and launched new engagement features in the app.
Impact: launched new recommendation algorithms (+20% CTR) and Feed (+5% daily return rate)
2023-2024
Apheris Senior Product Manager
Built secure federated ML tools for enterprise businesses (pre-PMF, B2B)
2022-2023
Yelp Senior Product Manager
PM for Yelp Store Visits, 1st-party store visit attribution product, allowing national advertisers to measure the effectiveness of their ad spend
Impact: grew adoption 10x, drove $6M+ revenue/year
2018-2021
University of Cambridge BA & PhD
BA in computer science, followed by PhD in machine learning, developing Bayesian matrix factorisation methods. Nominated for British Computer Society Distinguished Dissertation Competition.
Google scholar, Github 2011 - 2017