Mahmoud ALMASRI

Mahmoud ALMASRI

Data Scientist Senior
France
English, French

نبذة عني

Enthusiastic Data Scientist with over 8 years of experience in designing efficient data architectures, deploying sophisticated data structures and processing pipelines. Proficient in Python, SQL, data mining techniques, an…

الخبرة

Project Head

Expleo Group
Jul 2022 - حتى الآن · 4 سنوات

• Build, mentor, and lead a team of data scientists & analyst
• Collaborate with data scientists, analysts, and other stakeholders to understand data requirements and translate them into technical solutions.
• Optimize and tune data pipelines for performance, scalability, and reliability.
• Ensure data quality and integrity throughout the data lifecycle, implementing data validation and monitoring processes.
• Evaluate and implement new tools and technologies to enhance our data infrastructure and capabilities.

Project Lead & Senior Data Scientist

Expleo Group, Montigny-le-Bretonneux, France
Jan 2022 - حتى الآن · 4 سنوات 6 أشهر

Build, mentor, and lead a team of data scientists & analysts
Collect, clean, and analyze data in real time
Design and deploy data analysis pipelines to extract valuable insights
Reduce data extraction time by 30% by optimizing existing algorithms
Manage a large-scale migration from legacy system to AWS

Data Engineer

Orange Lab, Lannion, France
Jan 2021 - Jan 2022 · 1 سنة

Collect, clean, and analyze real time series data
Handling 1TB of data daily
Develop and implement models for predictive analytics, enhancing decision-making of drones
Improved data processing speed by 40% with distributed computing tools
Predict the cellular connectivity using machine learning and deep reinforcement learning

Machine Learning Engineer

ENSTA Bretagne, Brest, France
Jan 2020 - Jan 2021 · 1 سنة

ML data management (collect, store, manage data)
Create training datasets (data labeling, data augmentation, feature engineering, data partitioning, sampling and slicing)
Familiarity with architectural choices for ML & DL systems
Use NVIDIA Jetson AGX Xavier to develop end-to-end AI model for drone detection & Identification

المهارات

العمارة لغة C# سكرم مستودع البيانات نظام الإدارة في الموقع إجراءات سيجما Python Scikit-learn NumPy Pandas PyTorch TensorFlow Data Architecture Statistical Techniques Data Mining Techniques OpenCV NLP SQL Spark Google Cloud Azure ITIL
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