Neal LathiaAudit Bot: a prototype for automated AI auditsAt the tail end of a sabbatical last year, I participated in the AI Audit Challenge that was run by Stanford’s Institute for Human-Centered…5 min read·Jul 22, 2023----
Neal LathiainData @ MonzoMachine Learning at Monzo in 2022Over the last two years, I’ve written posts about Machine Learning at Monzo (in 2020, and in 2021). As the adoption and impact of machine…5 min read·Dec 19, 2022----
Neal LathiaEvaluating LLMs trained on codeThis post was originally published on nlathia.gihub.io and announced in this tweet.7 min read·Oct 24, 2022----
Neal Lathia“Just get some labelled data”Labelled data underpins all of supervised learning: our ability to wrangle data into some representation of “input” and expected “output”…7 min read·Mar 7, 2022----
Neal LathiainData @ MonzoMachine Learning at Monzo in 2021Last year, I wrote the “Machine Learning @ Monzo in 2020” post as we started a round of hiring for the team. Our hiring season has been…7 min read·Oct 28, 2021--1--1
Neal LathiainData @ MonzoMachine Learning at MonzoWe’re hiring! Here’s an FAQ post with all the typical questions that I receive.8 min read·Dec 15, 2020----
Neal LathiainFeature Stores for MLBuilding an analytics feature storeWhat is a feature store; why & how did we build one at Monzo?9 min read·Dec 12, 2020----
Neal LathiaHow to over engineer a sound classifierDetecting a trivial sound in a quiet environment using deep learning.2 min read·Apr 5, 2020----
Neal LathiaTesting SQL the hard wayLooking at the minutiae of discovering when analytics SQL is completely broken (the hard way).2 min read·Apr 5, 2020----
Neal LathiaWhen is a neural net too big for production?Here are some thoughts on the recent discussions around NLP transformer models being too big to put into production, and a dive into how…8 min read·Oct 4, 2019--2--2