2019

• When is a neural net too big for production?
  On claims that recent transformer models are "too big" for production.

  Sep 29, 2019

• Machine learning, faster
  Thinking about speed when developing machine learning systems at Monzo.

  Aug 13, 2019

2018

• Neural Approaches to Conversational AI (paper review)
  Live notes from a six chapter review.

  Dec 29, 2018

• Using data to build a better help screen
  At Monzo, we use data to help our customers find their own answers faster.

  Aug 1, 2018

• The first 90 days (book review)
  ...being systematic about how you work, not just what you work on.

  May 27, 2018

• Industry stories about machine learning
  My notes from the PAPIs.io 2018 conference in London.

  Apr 15, 2018

• Five lessons from building machine learning systems
  ... to power features in the Skyscanner app! ✈️

  Jan 21, 2018

2017

• Deep learning & medical diagnosis
  Areas where ML is being applied for diagnosis based on medical imaging.

  Dec 4, 2017

• Learning to rank for flight itinerary search
  Searching for the perfect flight is one of the core activities for Skyscanner app users.

  Sep 26, 2017

• The ACM RecSys 2017 keynote on the economics of information
  Four areas of research related to how we interact with information.

  Sep 19, 2017