Head of State’s Award of Excellence Permalink
Published:
Ranked 4th nationwide out of 154,775 candidates in the Baccalaureate.
Posts by Collection
awards
Kingdom of Morocco Cooperation Scholarship Permalink
Published:
Merit-based scholarship covering 5 years of engineering studies.
Winner - Grand Débat d’Oujda Permalink
Published:
National debate competition winner showcasing teamwork and analytical skills.
2× AEBM Awards of Excellence Permalink
Published:
Recognized for academic excellence and community contributions.
2nd Place - Pan-African Data Science Nations Cup Permalink
Published:
Team Lead - Competed against 100+ teams across Africa.
Mitacs Globalink Research Award Permalink
Published:
International research collaboration award for Quantum ML research.
certifications
Machine Learning Specialization
Published:
Core ML concepts: supervised, unsupervised, neural networks and best practices taught by Andrew Ng.
Machine Learning Engineer
Published:
MLOps, MLflow, Docker, CI/CD, ETL, data versioning and monitoring for production ML systems.
Associate Data Scientist
Published:
Track covering Python, SQL, statistics, probability, data manipulation & visualization and predictive modeling.
Microsoft Certified: Azure Data Scientist Associate
Published:
Certified expertise in building, deploying, and monitoring ML models on Azure using Python and MLflow.
Oxford Machine Learning Summer School (OxML)
Published:
Theoretical foundations of ML from statistical methods and optimisation to representation learning and GenAI.
Data Engineering Specialization
Published:
Data engineering lifecycle: ingesting, storing, transforming, and serving data on AWS cloud.
extra
portfolio
Generative Adversarial Networks (GANs)
Published:
Deep Convolutional GAN implementation in PyTorch for generating realistic handwritten digits from the MNIST dataset.
Technologies: PyTorch, Deep Learning, Generative Models
Radio Signals Classification
Published:
Deep learning model for classifying radio signals using spectrogram images with PyTorch and transfer learning.
Technologies: PyTorch, timm, Audio Processing, Transfer Learning
Florence-2 Vision Language Model Toolkit
Published:
Comprehensive collection of notebooks for Microsoft’s Florence-2 VLM: inference, data auto-labeling, and fine-tuning for various computer vision tasks.
Technologies: PyTorch, Hugging Face Transformers, Computer Vision
Fine-Tuning MMS Adapter Models for Low-Resource ASR
Published:
Scripts and utilities for fine-tuning Meta’s Massive Multilingual Speech (MMS) adapter models for ASR on low-resource languages like Mooré.
Technologies: PyTorch, Hugging Face Transformers, Speech Processing
Energy Demand Forecasting for Africa - DataTour 2024
Published:
2nd place solution at the pan-African Data Science Nations Cup. Developed regression models to predict energy demand across 50+ African countries.
Technologies: Scikit-learn, Pandas, NumPy, Data Visualization
WrinnnAI - AI Mobile Assistant for the Visually Impaired
Published:
Real-time streaming mobile assistant using Computer Vision and Speech processing to help visually impaired users navigate their environment.
Technologies: Python, Computer Vision, VLMs, TTS, Flutter, FastAPI
RNA-Seq Pan-Cancer Clustering for Tumor Identification
Published:
Unsupervised clustering of gene expression data using K-Means and DBSCAN for automatic tumor type identification from TCGA dataset.
Technologies: Python, Scikit-learn, PCA, t-SNE
Tagantino AI - Smart Agriculture with Satellite Data
Published:
ETL pipelines and Deep Learning models to forecast droughts from satellite data, helping Moroccan farmers optimize water resources.
Technologies: PyTorch, AWS Glue, Airflow, LangChain, RAG
Moore Speech Corpora Toolkit
Published:
Open-source toolkit to collect, preprocess, align, and normalize Mooré language speech/text data for low-resource NLP applications.
Technologies: Python, Speech Processing, TTS, ASR
Spotify Batch Data Processing
Published:
Python project for extracting and processing data from Spotify Web API with OAuth 2.0 authentication and pagination strategies.
Technologies: Python, Spotify API, OAuth 2.0, REST APIs
Barbados Traffic Analysis Challenge
Published:
ML solution for predicting traffic congestion using video analysis. Implemented YOLO detection, VideoMAE embeddings, and ensemble models.
Technologies: PyTorch, YOLOv11, VideoMAE, XGBoost, OpenCV
publications
talks
Markov Chains and AI Applications
Published:
Presented Markov Chains and their applications in AI: weather forecasting, text and image generation.
Journée d’Orientation aux Métiers du Numérique
Published:
Panel discussion guiding future African talents towards careers in Data Science and AI.
LLMs: Opportunités pour l’Afrique
Published:
Traduction ? Culture ? Innovation ? Quelles sont les opportunités des Large Language Models pour l’Afrique ?
Préparer sa Carrière à l’ère de l’IA
Published:
Comprehensive webinar on AI opportunities, threats, and how to build a resilient career in the AI era.
teaching
Data Science & AI Summer Bootcamp
Intensive Bootcamp, GO AI Corporation, 2024
Led a 3-week intensive Data Science & AI bootcamp for 120+ learners at GO AI Corporation.
Python Programming Classes
Community Course, Community Initiative, 2025
Delivered weekly Python programming classes to 60+ students through a community initiative from March to July 2025.