Cyril Le Mat – Medium

Cyril Le Mat

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Cyril Le Mat

Building Machine Learning products in the real world

One 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, 2021

Building Machine Learning products in the real world

Sep 29, 2021

Cyril Le Mat
in
Better Programming

Making ML Models Production-ready With “modelkit” — Our MLOps Python Library

See the power of our MLOps framework

Apr 12, 2022

Making ML Models Production-ready With “modelkit” — Our MLOps Python Library

Apr 12, 2022

Cyril Le Mat

Why we built and Open Sourced our MLOps python framework

My 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, 2022

Why we built and Open Sourced our MLOps python framework

Apr 11, 2022

Cyril Le Mat

Open Sourcing our internal MLOps Framework

Is coding, sharing and deploying Machine Learning(ML) algorithms is your bread and butter? Check this open source framework

Oct 25, 2021

Oct 25, 2021

Cyril Le Mat

Beware of the methodological zeal and dogma in tech companies

One point surprises in many tech companies: the obsession with methodology. I sometimes have the impression that the subject is binary…

Sep 28, 2021

Sep 28, 2021

Cyril Le Mat

4 "pure product" investments to improve your Machine Learning feature's quality

The 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, 2021

Sep 22, 2021

Cyril Le Mat

The 4 biggest problems I met while building Machine Learning Products

I 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, 2021

Aug 9, 2021

Cyril Le Mat

Artificial 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, 2020

May 5, 2020

Cyril Le Mat

How we are building our data science team at Clustree 3/3 — The recruitment

Clustree 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, 2019

How we are building our data science team at Clustree 3/3 — The recruitment

Apr 16, 2019

Cyril Le Mat

How we are building our data science team at Clustree 2/3 — The composition

Clustree 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, 2019

How we are building our data science team at Clustree 2/3 — The composition

Apr 16, 2019

Cyril Le Mat

Cyril Le Mat

Head of data and software @Sunrise , Ex-Head of Data Science @Cornerstone on Demand @Clustree @Hostnfly @Cheerzto

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