Neal Lathia
2019
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When is a neural net too big for production?
On claims that recent transformer models are "too big" for production.Sep 29, 2019
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Machine learning, faster
Thinking about speed when developing machine learning systems at Monzo.Aug 13, 2019
2018
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Neural Approaches to Conversational AI (paper review)
Live notes from a six chapter review.Dec 29, 2018
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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
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The first 90 days (book review)
...being systematic about how you work, not just what you work on.May 27, 2018
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Industry stories about machine learning
My notes from the PAPIs.io 2018 conference in London.Apr 15, 2018
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Five lessons from building machine learning systems
... to power features in the Skyscanner app! ✈️Jan 21, 2018
2017
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Deep learning & medical diagnosis
Areas where ML is being applied for diagnosis based on medical imaging.Dec 4, 2017
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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
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The ACM RecSys 2017 keynote on the economics of information
Four areas of research related to how we interact with information.Sep 19, 2017