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trog-levrai/README.md

Ilan Dubois

I am a software engineer with a strong focuson data science and have worked on different topics such as mobility and remote sensing. During my university years, I have spent a lot of time getting my hands on all kinds ofcomputer-related problems such as low level, cryptography, graph theory... Among those, I decided to get a specialization in data science. In the past, I’ve had the opportunity to work in France, Korea, and Germany, with very diverse people in multicultural teams. I consider it one of my biggest strengths.

If you are here to know a bit more about my background, you can check trog.me or see a little recap below:

Experiences

🇩🇪 Ruumi Co-founder (January - September 2020)

  • Research and develop scalable data pipeline
  • Remote sensing of farming data
  • Research and adjusments of the customer facing product

🇩🇪 Daimler Mobility Service Data Scientist (January - December 2019)

  • Research and implementation of traffic speed and transitions at city level
  • Deploy and maintain inference pipeline in a Kubernetes environment
  • Participation in the 2019 Traffic4cast NeurIPS challenge using a 3DCNN

🇰🇷 Naver AI research intern (April - October 2019)

  • State of the Art Q&A model implementation in PyTorch
  • Productionize chit chat system using elastic search caching
  • Deep neural net hyper-parameter tuning using NSML

🇫🇷 Advanced Schema Frontend internship (September - December 2016)

  • Implementation of a custom data visualization tool in Angular2
  • Creation of tools for BI data processing
  • Organization of a crypto party for the whole R&D department

🇫🇷 Kubity Emscripten compilation intern (January - February 2015)

  • C++ code base modifications for Emscripten compilation to JS.
  • Integration of the generated code to the customer facing front-end.

Projects

Popular repositories Loading

  1. forest-segmentation forest-segmentation Public

    Tutorials on sentinel2 data handling and forest segmentation

    Jupyter Notebook 5

  2. vimrc vimrc Public

    My little vimrc, it's very basic but feel free to use it!

    Shell 2

  3. arxiv2epub arxiv2epub Public

    Python 2

  4. space_project space_project Public

    SUP 2018 game project.

    C#

  5. game_server game_server Public

    Server side of my sup project

    Python

  6. compress compress Public

    Begining of compression program

    C