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feat: modifier le type des collections 'hobbies' et 'profile' en 'page' et ajouter une description au projet Hackahton CND

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Arthur Danjou
2025-12-17 09:45:41 +01:00
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content/experiences/hackathon-dirisi.md
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---
title: Hackahton CND
description:
description: Developed a Python ML pipeline during the Dirisi hackathon to classify system logs for bug and attack detection. Implemented feature extraction and preprocessing, trained and evaluated models (tree-based and lightweight neural), tuned thresholds to favor recall, and delivered a realtime prototype with visualization and reproducible code in collaboration with CND engineers. Implemented a Streamlit application to test the classifier interactively and used an LLM to generate contextual help explaining the likely origin and indicators of detected bugs or attacks for end users.
company: Commissariat au numérique de défense (CND), French Armies ministry
companyUrl: https://www.defense.gouv.fr/cnd
location: Fort du Mont-Valérien, Suresnes, France