Companies
Need to drive a critical AI/ML product right now? Bring me on for an interim role of 3, 6, or 12 months (usually 3–5 days a week), or for consulting calls.
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Hey, I'm Thomas.
I want to help you build great products!
For a decade I have been building products - with a specialisation in AI and machine learning. My experience is across B2B and B2C.
My work is guided by three core principles: focus on impact, start simple, and proactively communicate with stakeholders.
Curious how I can help?
Product managers
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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