About Sana
French
Native or bilingual
English
Fluent
Experience
- SEARCH-FactoryData Engineer / Data AnalystTECHSeptember 2023 - Today (2 years and 9 months)Nantes, FranceData Pipeline Automation and Reporting in an Agile Environment• - Development of automation scripts for data extraction from various marketing and analytical sources• - Design of automated processes for data cleaning, transformation, and standardization to ensure data quality and consistency• - Structuring and storage of cleaned data in secure and optimized environments for analysis• - Creation of interactive dashboards for real-time monitoring of performance and key indicators• - Implementation of automated alert systems to detect anomalies or unusual variations in strategic KPIs Technical Environments: API, Python, SQL, Google Cloud Platform (GCP), BigQuery, Looker Studio, Power BI, JavaScript, Google Analytics 4, Google Tag Manager
- Laboratoire des sciences du numérique de NantesData ScientistFebruary 2022 - August 2022 (6 months)Nantes, FranceDevelopment of a facial expression recognition system• - Analysis of the Aff-Wild dataset and extraction of facial features using the pre-trained InceptionV3 model• - Training and optimization of the network through Fine-Tuning to improve detection accuracy and expression recognition Technical Environments: Python, Embeddings, Deep learning, TensorFlow, Keras, Scikit-learn, OpenCV
- SFM TechnologiesData ScientistJune 2021 - August 2021 (2 months)Tunis, TunisiaDevelopment of an online course recommendation system• - Extraction of data from two YouTube channels via API and storage of collected data on MongoDB• - Application of content-based filtering and algorithm Technical Environments: Python, MongoDB, scikit-learn, scipy, Matplotlib, plotly
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Education
- Machine learningNEURODATAMachine learning
- Deep learningNEURODATADeep learning