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Abderrahmane UserAU
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Abderrahmane User

@abderrahmaneuser1

I build NLP, RAG, and real-time Big Data machine learning systems.

Morocco
Message

What I'm looking for

I'm seeking opportunities in Data Science, Machine Learning Engineering, and Big Data where I can build end-to-end ML systems, NLP applications, RAG pipelines, and real-time data solutions.

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

ST

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

FT

FST Tangier

Master's Degree, Artificial Intelligence & Data Science

Pursuing a Master's degree in Artificial Intelligence and Data Science at FST Tangier.

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