Abdelilah DAHAMOU

• Implementation of an ETL architecture for social media analysis, including web scraping orchestrated by Airflow, image processing with FaceDetection, and data storage in PostgreSQL, Neo4j and S3. • Implementation of an asynchronous messaging system (Kafka, RabbitMQ) ensuring efficient workload distribution between the backend and frontend, thereby optimizing batch and real-time processing. • Leveraged collected data for trend analysis, competitor monitoring, and personalized marketing insights.

• Implementation of a workflow to facilitate modulation changes or rerouting, thereby improving the quality of the transmitted signal. • Integration of the workflow with the AI model to anticipate KPI values.

• Creation of an automation workflow for the prediction and adjustment of performance indices in optical networks, in order to optimize network management, prevent service interruptions, and improve its quality. • Prediction of new KPI values to anticipate necessary actions before the signal quality deteriorates.

Design and Implementation of an automatic solution for video streaming collection from ultrasound machines: • Design a solution to capture video streaming from US machines. • Implementing a solution to extract relevant information from captured videos.

Data Engineer- Data Science Engineer