Current status: Ph.D. Student at Idiap/EPFL, Switzerland on Roxanne Project. Freelance on the side.

Welcome to my blog. My name is Maël and I’m a Data Scientist and Ph.D. student at Idiap research institute (EPFL) in Speech Processing, on ROXANNE European Project.

Maël Fabien


Outside of Data Science, my interests are:

I have a B.Sc. in Economics and an M.Sc. in Actuarial Science both from the University of Lausanne (HEC Faculty). I don’t expect many people to know what actuarial science is, but to keep it short, it’s mostly applied mathematics and statistics for the insurance sector. I worked for 6 months in an insurance company, developed a large interest in Machine Learning and programming, and joined Telecom Paris (Institut Polytechnique de Paris, France) for a Specialized Master in Data Science. I finished this degree in 2019. I am now a Ph.D. student in Speech Processing at EPFL’s Idiap Lab (start March 2020).

I did an internship as a Data Scientist at Anasen, a Y-Combinator startup in Paris. I previously interned at Veamly in NLP. Outside of that, I’m a Machine Learning instructor at VivaData, an AI Bootcamp in Paris, Stat4Decision and Dakar Insitute of Technology. I also write articles about AI for Digital Minds, Explorium, Stat4Decision and on Medium. My technical interests are:

I started this blog in September 2018 for several reasons:

You can find here a list of all the articles I have written. You will find content related to my fields of interest :

If you have some time ahead of you, I was recently interviewed an shared my background, my experience as a young graduate, thoughts and projects…

All codes and exercises of this website are hosted on GitHub in a dedicated repository:

You can contact me if you think we could work together on an article or a project, or if you have any question/remark. If you would like to get to know more about me and my projects, feel free to check out my resume. I’m uploading articles that I’m writing in my free time. I’m trying to upload one article per week on average.

I recently launched a newsletter in which I gather some articles I wrote on a topic, interesting Github repositories, projects, papers and more! If you want to stay in the loop, I’ll try to send 1 email per month :)

The video displayed above was shot in Tasmania, in the Wineglass Bay. The countryside is truly stunning out there.


This website gathered a little more than 66’000 unique visitors (March 2020) since its creation. Where do other visitors come from?

This website is adapted from Minimal Mistakes theme for Jekyll. I have essentially modified some layout elements, the video layer, the pulsing arrow in the home page and some widgets. If you would like to use it for your own blog, feel free to fork the repository.