Business Intelligence And Machine Learning Platform For Enhanced Project Management at SONATRACH

Abstract

Since 1963, Sonatrach has been the leading gas and petroleum company in Algeria. As part of its digital transformation efforts, Sonatrach identified the need for a modernized project management system to enhance operational efficiency and data security. This thesis presents a comprehensive web platform tailored to Sonatrach’s needs, integrating Business Intelligence (BI) and Machine Learning (ML) technologies. Our solution features dynamic BI dashboards with Tableau for improved decision-making and ML models for project classification. The platform streamlines information flow, improves data accessibility, and ensures robust data security, positioning Sonatrach ahead in the competitive petroleum industry. This work underscores the transformative potential of modern technologies in project management and offers a foundation for future enhancements. Keywords: Business Intelligence, Machine Learning, Project Management, Sonatrach, Digital Transformation, Dashboards, Web Platform, Tableau