Freelancer profile translated to English.
Back to original languageAbout Nour El Houda Cérine
Developer with a Master's degree in Intelligent Information Systems and a Bachelor's degree in Information Systems and Software Engineering, proficient in programming languages Python, C, C++, JAVA, SQL, NoSQL, MySQL, with experience in AI, object recognition, Android applications, and web development.
Arabic
Native or bilingual
English
Fluent
French
Native or bilingual
Turkish
Conversational
Remote only
Primarily works remotely
Experience
- GitGuardianAI EngineerDIGITAL AND ITJanuary 2025 - January 2026 (1 year)Paris, FranceAnnotation, normalization, and structuring of sensitive data from GitHub repositories (source code, configuration files, logs, API)- Development of NLP pipelines for automatic classification and criticality level assessment- Integration of Generative AI & RAG mechanisms to improve prediction accuracy and contextual reasoning.- Implementation of strategies for reducing false positives and negatives through semantic analysis and contextual rules- Preparation and validation of datasets for model testing, industrialization, and deployment phases.
- ORANGEData/AI EngineerDIGITAL AND ITMarch 2024 - December 2024 (9 months)Paris, FranceGathering business requirements in direct contact with user teams- Development of LLM models for automated network ticket classification (NLP)- Data extraction and archiving via API, mass processing with BigQuery (GCP)- Orchestration of data pipelines with Apache Airflow- Deployment of CI/CD pipelines, Agile management with Jira and Confluence- Technical and user documentation related to the development and operation of the solution
- AgbData ScientistBANKING AND INSURANCEJune 2022 - September 2023 (1 year and 3 months)Algiers, Algeria- Extraction and processing of customer data from Sales Slips (BDC) and Term Deposits (DAT) for structuring,analysis, and migration to a Data Warehouse.- Development of business applications in C#/.NET with WPF following the MVVM architecture.- Optimization and refactoring of stored procedures, reducing query execution time.- Optimization of the central database. (Best system performance result in the last 10 years)
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Education
- Master 2 (M2), Intelligence artificielleUniversité des Sciences et de la Technologie 'Houari Boumediène'2022Master 2 (M2), Intelligence artificielle