Taoufiq EL filali

Duties: - Identify and integrate data sources, including sensors and systems. - Enable realtime data capture from shop floor processes. - Validate and aggregate time series data for accurate analysis. - Associate collected data with contextual production information - Modele and store data on an influx database - Created visualizations and dashboards to illustrate insights. - Detecte anomalies and performed root cause analysis. - Continous integration and delivery - Support and maintenance durant lines production

Duties: - Analysis of needs and proposal of solutions - Analysis of existing data, then preparation and processing of datasets necessary for training ML models - Realization of proofs of concept for state-of-the-art techniques to meet the need for information retrieval in documents - Realization of models based on Transformers (BERT, ALBERT) for Question-Answering and NER tasks - Development of a Topic Modeling module and a web application for the extraction of interesting topics in articles. - Continuous evaluation of the proposed models - Packaging and continuous delivery with octopus deploy - Support and maintenance of the realized applications

Development Of A JAVA Application Which Is Used To Decode, Enrich ASN.1 Type Files And Organize The Results In CSV Format: - Installation And Control Of ELASTICSEARCH, KIBANA And LOGSTACH Platforms; - Data Migration Using JAVA API In ELASTICSEARCH; - Data Collection And Reporting With Power BI;