Abderrahmane User
@abderrahmaneuser1
I build NLP, RAG, and real-time Big Data machine learning systems.
What I'm looking for
I've built end-to-end ML systems spanning predictive maintenance, anomaly detection, NLP, and RAG. During my internship at Smart Automation Technologies in Tangier, I implemented ML/DL models and a RAG-based AI chatbot using LangChain.
My recent projects include a distributed real-time sentiment analysis pipeline for Amazon reviews using Kafka, Spark Streaming, Airflow, MongoDB, Docker, and Streamlit. I also developed a RAG-powered system that generates YARA rules from natural-language descriptions using FAISS, BM25, LangChain, Mistral-7B, and Gradio.
I'm pursuing a Master's degree in Artificial Intelligence & Data Science at FST Tangier, building on a Bachelor's degree in Data Analytics. I've also applied deep learning to water-resource forecasting and machine learning to employee churn prediction.
Experience
Work history, roles, and key accomplishments
Internship - Predictive Maintenance & Embedded Systems
Smart Automation Technologies
Apr 2025 - Jun 2025 (2 months)
Developed an intelligent predictive maintenance and anomaly detection system. Implemented ML/DL models and a RAG-based AI chatbot using LangChain.
Education
Degrees, certifications, and relevant coursework
FST Tangier
Master's Degree, Artificial Intelligence & Data Science
Pursuing a Master's degree in Artificial Intelligence and Data Science at FST Tangier.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/Abderrahmane381Job categories
Skills
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