Engineer who thinks
like a consultant
I'm a final-year Data Engineering student at ENSA Al Hoceima (Morocco), obsessed with one question: what does this data actually tell us — and what should the business do about it?
Four years translating data into decisions: churn diagnostics for energy utilities, financial health scoring for 9,600 African SMEs, national connectivity demand modeling for Togo. Behind every insight — production pipelines on Azure Databricks, cloud-native platforms, and executive dashboards built to communicate, not just visualize. Two internships in applied AI confirmed that the hardest part is never the model — it's framing the right problem.
What makes me different: I bring engineering precision to consulting questions. I don't just build the analysis — I deliver the recommendation.
Rabat, Morocco
Co-built an end-to-end biometric AI platform for fingerprint classification & ridge counting across 12 classes. Sole implementer of the Human-in-the-Loop retraining system enabling continuous model improvement in production.
Mohammedia, Morocco
Applied research on 3D medical image segmentation. Implemented custom KAN layers integrated into a 3D U-Net — achieving +3% segmentation accuracy gain over the standard baseline on MRI datasets.
