About Amine
French
Native or bilingual
English
Fluent
German
Basic
Experience
- Safran Electronics & DefenseData Engineer Health MonitoringAVIATION AND AEROSPACESeptember 2024 - Today (1 year and 9 months)Massy, FranceIntegrated within Safran Electronics & Defense, I designed and deployed data solutions for predictive maintenance and real-time monitoring of critical industrial equipment (avionics and defense electronics systems).SAP HANA Aspect:Creation of analytical views (Calculation Views, CDS Views) to expose maintenance data to business teams.Development of stored procedures in SQLScript to automate large data processing in SAP HANA.Optimization of SQL performance on tables with several million records.Management of the complete delivery cycle: development, unit tests, QA validation, transport, and production deployment (DEV → QA → PRD).Translation of business needs into technical specifications in conjunction with SAP functional consultants.Data Engineering Aspect:Construction of automated ETL pipelines (Python, Pandas, SQL) to collect, clean, and centralize data from heterogeneous sources (IoT sensors, internal databases, flat files).Storage of unstructured data (sensor readings) in MongoDB.Power BI dashboards connected to SAP HANA and MongoDB for real-time monitoring of maintenance and availability KPIs.Automation of reports and alerts to anticipate failures.Collaboration with multidisciplinary teams (maintenance engineers, data scientists, production) to frame needs and deliver within the security constraints of the defense sector.Environment: SAP HANA, S/4HANA, SQLScript, CDS Views, Python, SQL, MongoDB, Power BI, Git.
- Capgemini Consulting - Capgemini InventAI & Systems EngineerAUTOMOBILESeptember 2025 - February 2026 (5 months)Paris, FranceAs part of an R&D Capgemini team, I designed and developed an intelligent control system for the thermal regulation of PEMFC fuel cells, a critical component in industrial energy systems.Modeling & AI Aspect:Development of a control system combining Machine Learning and Fuzzy Logic to regulate temperature in real-time, improving the system's thermal stability.Design of LSTM predictive models using Matlab/Simulink to anticipate thermal constraints with an accuracy of 1.5°C, optimizing equipment lifespan.Training and validation of models on historical sensor datasets, including preprocessing, feature engineering, and hyperparameter tuning.Data & Automation Aspect:Complete automation of the sensor data collection and preprocessing chain using Python, reducing data preparation time from several hours to a few minutes.Implementation of automatic validation scripts to detect anomalies and drifts in sensor readings before injection into the models.Comprehensive technical documentation of the system to ensure maintainability and knowledge transfer to Capgemini teams.This project allowed me to develop solid expertise in real-time industrial data processing and predictive maintenance — skills directly applied in my SAP HANA missions at Safran.Environment: Python, Matlab/Simulink, LSTM, Machine Learning, Fuzzy Logic.
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Education
- Engineering DegreeEcole Centrale d'ElectroniqueMajeure Data & Intelligence Artificielle. Formation d'excellence combinant mathématiques avancées, Big Data et développement logiciel. Projets concrets sur les architectures Cloud, le Machine Learning et les pipelines de données (ETL)
- Preparatory Class for Engineering Schools MPLycée Saint-Exupéry2023