National Institute of Posts and Telecommunications (INPT) - Rabat

Master's in Big Data & IoT

Honours: Good

Higher School of Technology-Salé

Professional Bachelor's - Mobile Applications Engineering

Honours: Good

Higher School of Technology-FES

University Diploma of Technology - Networks & Telecommunications

Honours: Good

Al Wahda High School - Taounate

Baccalaureate in Mathematical Sciences

NetSuite Administrator & SuiteScript Developer — Suitevise

SuiteScript 2.x, SuiteQL, Saved Searches and custom integrations. Automation workflows with Make (Integromat), REST APIs, SQL Server and SFTP. NetSuite integration with HubSpot, HRIS and finance systems.

Technical Trainer — EPG Fès

Big Data fundamentals, Data Analytics with Python, Merise methodology, AI concepts and Arduino programming, with hands-on workshops.

Final Year Project — INPT Rabat

Intelligent WiFi troubleshooting assistant based on LLMs: custom dataset, fine-tuning and Retrieval-Augmented Generation (RAG) for diagnostics.

Internship — 2MSYNERGY, Fez

Two Flutter applications: an e-learning platform and a real-time package tracking app using Firebase and barcode scanning.

Internship — INFODIS, Fez

PFSense firewall with captive portal, OpenVPN and network traffic monitoring.

Introductory Internship — INFODIS, Fez

Network cabling, infrastructure setup and hardware maintenance.

TinyFLChain: Blockchain-Secured Decentralized Federated Learning for TinyML

Decentralized federated learning combined with blockchain to secure and optimize AI on low-power TinyML devices. Accepted at IEEE Globecom 2025.

WiFiQnA: LLM-based WiFi troubleshooting assistant

Custom WiFi dataset, fine-tuned LLMs and Retrieval-Augmented Generation for network diagnostics. Accepted at IEEE WiMob 2025.

Network Attack Detection (UNSW-NB15)

Comparison of 5 ML models (Logistic Regression, Random Forest, KNN, XGBoost, Decision Tree) for binary and multiclass attack classification.

Radio Modulation Classification (RadioML 2018)

Deep learning pipeline comparing CNN, ResNet-18 and ResNet-50 architectures.

Signal Separation with AMUSE

Implementation of the AMUSE algorithm (Independent Component Analysis) to separate independent sources from mixed inputs using autocorrelation.

Deepfake Detection

Facial recognition system using YOLOv8 for face detection with a Tkinter GUI to identify and flag deepfakes.

Plant Disease Prediction

CNN model classifying plant diseases from leaf images, deployed in a real-time Flutter app with TensorFlow/Keras.

Package Tracking & E-learning Apps

Two Flutter applications: real-time parcel tracking with barcode scanning and an e-learning platform, both powered by Firebase.

Student Management System

JavaFX desktop application with MySQL for student registration, academic records and course tracking.

MPLS Operation in an Enterprise Network

Study of intra-cloud routing and CE-PE routing using RIPv2, OSPF, EIGRP and MP-BGP.

Battery Charge Indicator

Battery level indicator designed and simulated with ISIS and ARES.

WiFiQnA: a WiFi Dataset for Large Language Models

Anouar Zouhri, Lynda Zitoune, Iyad Lahsen-Cherif — IEEE International Conference on Wireless and Mobile Computing, Networking and Communications.

TinyFLChain: Blockchain-Secured Decentralized Federated Learning for TinyML Systems

Anouar Zouhri, Douaa El Achhab, Meryeme Ayache, Nidal Nasser — IEEE Global Communications Conference.