About Asma
Arabic
Native or bilingual
English
Fluent
French
Fluent
Experience
- WedeyAutomation EngineerOctober 2025 - April 2026 (6 months)Designing automated workflows with n8n, integrating databases and services via API, and optimizing processes for increased productivity and reliability.
- BastionAILLM and Data EngineerMarch 2024 - October 2024 (7 months)• Developing and optimizing RAG (Retrieval-Augmented Generation) models integrating LLMs from Hugging Face and OpenAI.• Implementing an intelligent search system by connecting documents (PDF, Excel, CSV) via LlamaIndex and a vector database (Qdrant).• Deploying models with FastAPI, ensuring a scalable, performant, and efficient solution.
- Groupe CevitalArtificial Intelligence and Data Science InternJanuary 2024 - June 2024 (5 months)Béjaïa, Algeria• Designing a predictive maintenance system based on the analysis of textual intervention reports (January 2024 – June 2024, Béjaïa, Algeria).• Developing a clustering model in Python to identify different operating states of equipment.• Integrating the results into a Bayesian model to predict future interventions and optimize maintenance.• Valuing the results in a scientific paper titled “Advanced Analytics for Predictive Maintenance: A Case Study Using BERTopic and Bayesian Modeling”, submitted to Springer.
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Education
- introduction to deep learning data analysis with python v7 Introduction to Embedded Machine Learning Introduction to Machine Learning Foundations of Business Intelligenceintroduction to deep learning data analysis with python v7 Introduction to Embedded Machine Learning Introduction to Machine Learning Foundations of Business Intelligence
- State engineer in computer scienceSuperior School of Science and Technologies of Information and Digital2024intelligence artificielle et data science