À propos de Zakaria
Français
Bilingue ou natif
Anglais
Bilingue ou natif
Expériences
- AIR FRANCESoftware Engineerjanvier 2024 - Aujourd'hui (2 ans et 5 mois)Paris, France
- Optimized flight schedules to balance revenue and operational constraints using C++ and custom heuristics.
- Reduced computation time by 60% through algorithmic improvements.
- Designed and automated end-to-end testing pipelines with GitHub Actions and PyTest.
- Bouygues TelecomData Scientist internmai 2023 - novembre 2023 (6 mois)Meudon, France
- Developed a machine learning model to predict the success or failure of direct debit transactions, using historical payment data and customer behavior and enhanced the data pipeline by engineering new features and eliminating redundant ones.
- Developed a business-focused PoC, resulting in greenlight from senior management.
- Contributed to a 10% improvement in debt recovery and a reduction in churn rate.
- VPDiveDeep Learning Engineerdécembre 2022 - avril 2023 (4 mois)
- Developed computer vision models (Faster R-CNN, PyTorch) to detect marine species (85% accu racy).
- Managed annotation pipeline using Label Studio and applied data augmentation techniques to reduce overfitting.
- Used AWS (EC2, S3) for scalable training and inference.
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Formations
- Diplôme d'ingénieur, Mathematics, Statistics and Computer ScienceCentraleSupélec2023Diplôme d'ingénieur, Mathematics, Statistics and Computer Science
- Classes préparatoires scientifiques( Mpsi/Mp)Lycée Mohammed VI d'Excellence2019Classes préparatoires scientifiques( Mpsi/Mp)