Personal information

Machine Learning, Transformers, StackNet, Deep Learning
Morocco, Senegal

Biography

Jalal RABBAH received his degree of engineer "diplôme d'ingénieur d'état" in telecommunications from National Institute of Post and Telecommunications (Rabat, Morocco) in 2003. He obtained his PhD degree in Applied Mathematics, Computers sciences and Telecommunication at the Hassan I University (Settat, Morocco) in 2016. He Started his professional career as IT engineer at Chauib Doukkali University (El Jadida, Morocco) for two years, and then occupied multiple position at Orange Morocco, first as IT Project Manger at the IT department, Telco Traffic Mediation Expert, and finally as Fraud and Revenue Assurance Expert. And since November 2020 he is Data Science Manger at the Fraud and Revenue Assurance Shared Service (Dakar, Seneg), to manage this Risk management activitie for Orange Middle East and Africa region. He was certified on ITIL in 2007 and PMP in 2011, ISO27001, Lead Auditor, ISO 21500 Project Manager and PECB Certified Trainer between 2017 and 2019, he is also Six Sigma Green Belt Certified from Orange continuous improvement program. He serves as a reviewer for many international journals. He was a recipient of the 2021 Best Paper Award of the International Conference. His research interests is the machine learning performance optimisation for telco use cases, using Ensembles theory. Also his current research interests are data sciences, especially machine learning applications for healthcare and Telecommunication, and Big data

Activities

Employment (4)

Orange MEA: Dakar, Senegal, SN

2022-05-01 to present | Head of Technology (Fraud & Revenue Assurance Shared Service Centre)
Employment
Source: Self-asserted source
Jalal RABBAH

Orange MEA: Dakar, Senegal, SN

2020-11-01 to present | Datascientist (Fraud & Revenue Assurance Shared Service Centre)
Employment
Source: Self-asserted source
Jalal RABBAH

Orange Morocco: Casablanca, Casablanca, MA

2005-08-01 to 2020-10-01 | Project Manager | Data Analyst | FRA Expert (IT & Audit Department)
Employment
Source: Self-asserted source
Jalal RABBAH

Chouaib Doukkali University: El Jadida, MA

2003-06-01 to 2005-07-01 | Project Manager (IT)
Employment
Source: Self-asserted source
Jalal RABBAH

Works (6)

A New Telecom Churn Prediction Model Based on Multi-layer Stacking Architecture

2023 | Book chapter
Contributors: Jalal Rabbah; Mohammed Ridouani; Larbi Hassouni
Source: check_circle
Crossref

Correction to: A New Telecom Churn Prediction Model Based on Multi-layer Stacking Architecture

2023 | Book chapter
Contributors: Jalal Rabbah; Mohammed Ridouani; Larbi Hassouni
Source: check_circle
Crossref

New Approach to Telecom Churn Prediction Based on Transformers

2023 | Book chapter
Contributors: Jalal Rabbah; Mohammed Ridouani; Larbi Hassouni
Source: check_circle
Crossref

A New Classification Model Based on Transfer Learning of DCNN and Stacknet for Fast Classification of Pneumonia Through X-Ray Images

International Journal of Reliable and Quality E-Healthcare
2023-07-24 | Journal article
Contributors: Jalal Rabbah; Mohammed Ridouani; Larbi Hassouni
Source: check_circle
Crossref

A New Churn Prediction Model Based on Deep Insight Features Transformation for Convolution Neural Network Architecture and Stacknet

International Journal of Web-Based Learning and Teaching Technologies
2022-03-30 | Journal article
Contributors: Jalal Rabbah; Mohammed Ridouani; Larbi Hassouni
Source: check_circle
Crossref

A New Classification Model Based on Stacknet and Deep Learning for Fast Detection of COVID 19 through X Rays Images

4th International Conference on Intelligent Computing in Data Sciences, ICDS 2020
2020 | Conference paper
EID:

2-s2.0-85098661282

Contributors: Rabbah, J.; Ridouani, M.; Hassouni, L.
Source: Self-asserted source
Jalal RABBAH via Scopus - Elsevier