Yesmina Jaafra
Applied Machine Learning Engineer at Valeo
Based in Rueil-Malmaison, France
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Seniority
Staff
Department
Information Technology
Location
Rueil-Malmaison
Industry
Motor Vehicle Parts Manufacturing
Company size
38K
Contact information
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y•••••••@valeo.com
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Background
About Yesmina Jaafra
PhD in computer science, specialty field artificial intelligence. I am interested in extending Reinforcement Learning (RL) application to complex real-world tasks. More specifically my work focuses on RL robustness in high-dimensional and non-stationary environments. • Currently working on deep learning in robotic vision and control: application to autonomous driving. Research on Neural Architecture Search (NAS): Recurrent RL for convolutional neural networks (CNN) automatic design. • Experience in unsupervised learning for anomaly detection techniques applied to cars assembly lines: Isolation Forest, One-class SVM, Local Outlier Factor and Auto-encoder. • Good knowledge of remote sensing image analysis. Project on Meta-learning for Watershed segmentation algorithm parameterization. • Diversified academic background in computer science including software engineering, data mining, web and databases. • Professional internship at a software editor (Test, Support, CRM). • Temporary University teacher of Algorithms and Data Structures.
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