Daan Wynen - AI Engineering Lead at TOULON VAR DEPLACEMENTS

Daan Wynen

AI Engineering Lead at TOULON VAR DEPLACEMENTS

Toulon, Provence-Alpes-Côte d'Azur, France

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Summary

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Top School

Daan Wynen is an AI engineering lead based in Toulon with 12 years of experience building production-grade machine learning systems and accessible AI products. He leads productization efforts at Ava, combining deep learning (PyTorch), cloud engineering (AWS), and full-stack skills in Python/Node/TypeScript to deliver real-time transcription and speaker diarization for the deaf and hard of hearing. His academic background includes a PhD in applied mathematics and research on neural representations of artistic style, which informs a rigorous, interpretability-minded approach to model design. An active open-source contributor, he has improved tooling and UX across projects from experimental orchestration (adding a Telegram observer to IDSIA/sacred) to decentralized UIs (front-end fixes and i18n for Patchwork). Pragmatic and detail-oriented, he also manages local civic tech (Vigilo) and maintains Wordpress/social presence for municipal services, showing a blend of research, product delivery, and community impact.

12 years of coding experience

1 year of employment as a software developer

Doctor of Philosophy - PhD Applied Mathematics, Doctor of Philosophy - PhD Applied Mathematics at Université Grenoble Alpes

Master of Science - MS Machine Learning, Master of Science - MS Machine Learning at KTH Royal Institute of Technology

Interval Analysis, Interval Analysis at ENSTA

Bachelor's degree Computer Science, Bachelor's degree Computer Science at TU Dortmund University

German, French, English

Github Skills (18)

reproducible-research10

rep10

javascript10

reproducible-science10

telegram-api10

python10

electron10

ui-design10

uid10

front-end-development10

repr10

internationalization9

machine-learning9

css9

localization9

Programming languages (21)

JavaC++CSSCRustTeXVueGo

Github contributions (5)

ssbc/patchwork

Mar 2019 - May 2021

A decentralized messaging and sharing app built on top of Secure Scuttlebutt (SSB).

Role in this project:

Front-end Developer

Contributions:1 release, 6 reviews, 139 commits in 2 years 2 months

Contributions summary:Daan primarily contributed to the front-end development of the application, focusing on user interface improvements and feature enhancements. They added a keyboard shortcut to activate the search field, fixed display issues with avatar thumbnails, and implemented i18n (internationalization) for UI elements. The user also worked on improving the user experience by allowing quick actions in the post preview and refocusing the text area after canceling a post.

securescuttlebuttssbsharing-appp2p

IDSIA/sacred

Oct 2016 - Feb 2017

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Role in this project:

Back-end Developer

Contributions:5 commits, 4 PRs, 16 comments in 4 months

Contributions summary:Daan primarily contributed to the Sacred project by adding a Telegram observer feature, enabling the project to send status updates to Telegram upon experiment completion or failure. This included creating the `telegram.py` file, implementing the necessary logic to integrate the Telegram API, and adding relevant documentation. Furthermore, the user refactored and cleaned up the Telegram observer code, improving its maintainability.

pythonorganizeinfrastructuremachine-learningsacred

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