About 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.
Arabic
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- PeculiumMachine Learning Software EngineerMay 2020 - Today (6 years and 1 month)Paris, France
- CriteoMachine Learning Software Engineer - Research EngineerFebruary 2019 - May 2020 (1 year and 3 months)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)April 2018 - April 2019 (1 year)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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Education
- 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