PinnedCyril Le MatBuilding Machine Learning products in the real worldOne thing that has surprised me since I’ve been in ML is the disconnect between most of the content I read about ML quality when I started…Sep 29, 2021Sep 29, 2021
Cyril Le MatinBetter ProgrammingMaking ML Models Production-ready With “modelkit” — Our MLOps Python LibrarySee the power of our MLOps frameworkApr 12, 2022Apr 12, 2022
Cyril Le MatWhy we built and Open Sourced our MLOps python frameworkMy team and I have open-sourced our python MLOps framework last year. Its name is modelkit and is meant to make ML models reusable, robust…Apr 11, 20221Apr 11, 20221
Cyril Le MatOpen Sourcing our internal MLOps FrameworkIs coding, sharing and deploying Machine Learning(ML) algorithms is your bread and butter? Check this open source frameworkOct 25, 2021Oct 25, 2021
Cyril Le MatBeware of the methodological zeal and dogma in tech companiesOne point surprises in many tech companies: the obsession with methodology. I sometimes have the impression that the subject is binary…Sep 28, 2021Sep 28, 2021
Cyril Le Mat4 "pure product" investments to improve your Machine Learning feature's qualityThe quality of Machine Learning(ML) features is all about model design and training, right? Well yes… however, ML quality is not the sole…Sep 22, 2021Sep 22, 2021
Cyril Le MatThe 4 biggest problems I met while building Machine Learning ProductsI have worked as a Data Scientist in several startups and tech companies and I had the chance to build many Machine Learning(ML) products…Aug 9, 2021Aug 9, 2021
Cyril Le MatArtificial intelligence will humanize work, not replace it.(FYI: this article is an English translation of an article written for the French newspaper “Le Monde” )May 5, 2020May 5, 2020
Cyril Le MatHow we are building our data science team at Clustree 3/3 — The recruitmentClustree is a pure-AI startup operating in HR. This post details the way we built our team of data scientists and what we learnt doing it.Apr 16, 2019Apr 16, 2019
Cyril Le MatHow we are building our data science team at Clustree 2/3 — The compositionClustree is a pure-AI startup operating in HR. This post details the way we built our team of data scientists and what we learnt doing it.Apr 16, 2019Apr 16, 2019