Tom portrait black and white

Data Scientist, Michelin Connected Fleet, London

Started in business. Taught myself AI/ML.

Now I build production systems that bridge both.

I learn by traveling, running, meeting and building.

Extraction of PTCs (Points to Correlate) in corporate literature using an LLM

Extraction of PTCs (Points to Correlate) in corporate literature using an LLM

The dataset is on Hugging Face. The library is on GitHub. Not investment advice.A company publishes a few hundred pages about itself every quarter, and the financial press writes a few hundred more. In all that text, super useful small cause-and-effect stories can hide.An example...

Turning the hardest hike in Europe into a science experiment

Turning the hardest hike in Europe into a science experiment

How I ended up wearing a medical-grade sensor stack across 180 km of Corsican mountains, and why.On the morning of June 26th, I start one of the hardest but most exciting sport challenges of my life so far: the full GR20, 180 km across the Corsican mountains, 8 days, in full bivo...