À propos de Aya
I love to work on very complexe topics (Distributed systems, Heavy traffic applications (300 Billion request /day), Interested in Category Theory and Languages formality.
In my spare time, I'd love building stuffs (Web3 Applications) or participate in open source projects.
Arabe
Bilingue ou natif
Anglais
Bilingue ou natif
Accepte de travailler sur site
Paris (jusqu’à 50 km)
Expériences
- PeculiumMachine Learning Software Engineermai 2020 - Aujourd'hui (6 ans et 1 mois)Paris, France
- CriteoMachine Learning Software Engineer - Research Engineerfévrier 2019 - mai 2020 (1 an et 3 mois)Île-de-France, France- Improve traffic quality using ML algorithms (mixed with graph theory)- Automate ML pipelines and improve model stability- Benchmark ML models- Use RL on more real problems (resource consumption)
- CriteoDistributed System Engineer (DevOps)avril 2018 - avril 2019 (1 an)Paris, France- Automate the management of +5000 servers (homed in 3 different continents) up in our Hadoop Cluster (biggest cluster in europe) and work to keep with our SLAs toward our in/external clients.- Participate to on-call duty to ascertain the reliability of our Hadoop cluster.- Contribute to Apache Hadoop by improving client side connection with the framework.- Fix issues with Hadoop Security and install a Hadoop cluster from scratch.- Answer our internal clients concerns with Hadoop and advise them with the best practices to use it.
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Formations
- Advanced Machine LearningCriteo2019Advanced Machine Learning
- Master's degree, Sécurité / sûreté de l''information des systèmes informatiquesCentraleSupélec2017Master's degree, Sécurité / sûreté de l''information des systèmes informatiques