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I should not use my computer that much
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I should not use my computer that much

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@SoundMapio
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maelfabien/README.md

Hi there ! 🤗

Welcome to my GitHub. 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, a project that leverages real-time analytics for combating organized crime 🤖💀. I'm spending a good part of my time working on SoundMap, an assistive device that guides blind and visually impaired people using advanced computer vision. Finally, Ilove writing articles, and have a technical blog (here).

Outside of Data Science, my interests are:

  • Traveling 🧳 : I have been traveling around Western Africa, South East Asia, New Zealand, Tahiti, North America and Chile with my girlfriend
  • Sports 🚴‍♂️: Hiking in Switzerland, running on the beach in Britanny, practicing Fitness/Crossfit. I used to play volleyball and have been Swiss national champion in Junior. I also used to (and still do sometimes) practice javelin.
  • Animals 🐶🐱🐭 : I have been vegetarian for close to 4 years, moving to a fully vegan diet, I love animals and support several associations.
  • Reading/Learning 💻: I spend most of my free time trying to learn stuffs (current thing is piano).
  • Entrepreneurship 💡: I launched a first startup project during my Master and got some money from an entrepreneurial contest in Lausanne. I was invited at the 2018 final of this contest to share my experience on stage. I won a hackathon in 2019, but did not convert it to a proper project. I won another hackathon in 2020, and that eventually became SoundMap.

I have a B.Sc. in Economics and an M.Sc. in Actuarial Science both from the University of Lausanne (HEC Faculty) ( 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 second Masters in Data Science. I finished this degree in 2019.

I'm uploading there some of my personal projects, among which a repo of ML resources, an emotion recognition application, a voice assistant and much more.

Pinned

  1. Code, exercises and tutorials of my personal blog ! 📝

    Jupyter Notebook 666 238

  2. A real time Multimodal Emotion Recognition web app for text, sound and video inputs

    Jupyter Notebook 498 206

  3. PySpeak Public

    A pure-Python Speech Processing library (in progress)

    Python 2 1

  4. Mise à jour quotidienne de la base de données COVID-19 au Sénégal et visualisation

    Jupyter Notebook 4 6

  5. Deploying pre-trained NLP and computer vision models in a single application

    Python 7 3

  6. An automatic grading system (keyword spot) for teachers

    Python 1

95 contributions in the last year

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January 2022

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