Topics
It all begins with an idea. Sometimes sharp, sometimes half-formed.
I write to clarify my own thinking, to challenge assumptions (often my own), and to share what I’m learning along the way.
The topics sit at the intersection of data, technology, and society. Some come from client work, others from conversations or moments where I’ve realized I’ve only scratched the surface. The more I learn, the more I become aware of what I don’t know. That’s what drives me to write—diving into academic research and connecting it to real-world examples and applications.
I hope something here resonates. If it does, or if it challenges your view,
I’d love to hear from you.
MLops for sustainable AI
I wrote this article at the start of 2022—well before the release of ChatGPT and the explosion of generative AI into the mainstream. While the AI landscape has evolved rapidly since then, I believe the recommendations in this piece remain highly relevant for anyone deploying and running AI products in their organization.
From managing technical debt to minimizing runtime and retraining cycles, the article aims to offer practical steps to reduce both the environmental and organizational impact of AI systems.
I’m planning a follow-up article focused on Green AI in the era of generative models, but in the meantime… happy reading!
Lack of collaborative data
I was asked to write an article on food and data as a conversation starter for a round table on the future of food in January 2021. At the time, we were just emerging from the second COVID lockdown, and stories of empty shelves, unavailable products, and food waste felt all too familiar.
Using these close-to-home examples, I explored how many of these supply chain issues weren’t just accidental—they were data problems.
The article advocates for better data practices, interoperability, standardization, and collaboration to build a more resilient and adaptive food system.
The challenges (and solutions) are relevant far beyond food, maybe you’ll recognize some of them in your own field. Let me know what resonates!
Explainable AI
Coming soon ….
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