At Ciments du Maroc, I developed “Process Navigator,” a decision-support prototype for rotary kiln operations that brings together KPI monitoring, recommendations, process trajectories, and performance reviews. I also built machine-learning models to anticipate process deviations and identified representative performance KPIs from industrial and laboratory data.
At Barid Al-Maghrib, I developed a Python ETL pipeline and a Power BI dashboard to track delivery punctuality and delays. At ONCF, I mapped purchasing-request flows and developed an Excel VBA tool with data entry, delay alerts, and KPI dashboards; through my personal project Eloria, I also managed sourcing, stock, pricing, sales, and customer orders.

