Othmane Barghout
Small Language Model (SLM) for Darija, ENSA Khouribga (Final Year Project) @ Ecole Nationale des Sciences Appliquées de Khouribga
About
🎓 Étudiant en Master Science des Données à l’ENSA Khouribga | Passionné par le Data Engineering, le Machine Learning et le NLP. 💻 Compétent en pipelines ETL/ELT, orchestration et déploiement sur Cloud. 🔍 À la recherche d’un stage en Data Science ou Data Engineering pour contribuer à des projets innovants et renforcer mes compétences.
Morocco
Casablanca
Computer Software
Extract, Transform, Load (ETL), Azure Synapse Analytics, Azure Data Lake & Blob Storage , T-SQL , python, DBeaver , Microsoft Azure, Intelligence artificielle (IA), NLP, Sauvegarde des machines virtuelles avec Veeam, Virtualisation VMware , Infrastructure informatique
Experience

Small Language Model (SLM) for Darija, ENSA Khouribga (Final Year Project)
○ Collected and preprocessed a 2.5GB Darija text corpus ○ Designed a custom tokenizer and pre-trained a 300M-parameter LLAMA-based model ○ Applied optimization: pruning, quantization, knowledge distillation, and evaluation ○ Trained the model on NVIDIA RTX 4090 GPUs in the ENSA Khouribga laboratory

Data Engineering on Azure: Bike Share Analytics, Cloud Project
Projet personnel
Maroc
○ Built an end-to-end data warehouse on Microsoft Azure ○ Ingested data from Azure PostgreSQL into Azure Data Lake Gen2 ○ Modeled data with Star Schema and loaded into Azure Synapse Dedicated SQL Pool ○ Delivered BI-ready dashboards with Power BI for analytics

Stagiaire PFE - Virtualisation des Serveurs | Finatech Group
Casablanca-Settat, Maroc
Dans le cadre de mon Projet de Fin d'Études (PFE) chez Finatech Group, j'ai mené un projet sur la virtualisation des serveurs, visant à optimiser les performances et la gestion des ressources informatiques.
Othmane Barghout's Contact Information
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