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Mouad-Karma/README.md

Hi, I'm Mouad Karma 👋

Master's Student in Big Data & IoT · Data Engineering · AI Engineering

🎓 Master Big Data & IoT @ ENSAM Casablanca
🔍 À la recherche d'un stage PFE de 6 mois en Data Engineering — Octobre 2026
⚙️ Passionné par les pipelines de données, le traitement distribué et l'IA appliquée
📍 Mohammedia, Maroc

🎯 Ce que je fais

  • Data Engineering : conception de pipelines End-to-End, architecture Medallion (Bronze/Silver/Gold), Lakehouse, ETL/ELT, ingestion multi-sources, batch & streaming
  • Big Data : traitement distribué avec Apache Spark / PySpark, Hadoop HDFS, Hive, Flume, Kafka, MapReduce
  • Orchestration & Industrialisation : Apache Airflow, Delta Lake, Databricks, conteneurisation Docker, monitoring de pipelines
  • AI Engineering : RAG pipelines, LLMs, LangChain, systèmes de recherche sémantique, embeddings, ChromaDB
  • Machine Learning : classification, régression, NLP (TF-IDF, Word2Vec, BERT), modèles prédictifs avec Scikit-learn, PyTorch, TensorFlow

📌 Projets phares

Pipeline End-to-End Lakehouse (En cours) Pipeline Data Engineering complet : ingestion multi-sources (CSV/API/PostgreSQL), traitement distribué PySpark/Spark, architecture Medallion, Delta Lake, orchestration Airflow, Docker.

Smart Land-Backend) Smart Land — Big Data Pipeline Application Full-Stack JEE (Spring Boot/React) de suivi environnemental agricole avec flux temps réel : Flume → HDFS → Hive → PostgreSQL, APIs REST, Docker.

Assistant RAG — LLM & Recherche Sémantique Système RAG permettant d'interroger des supports de cours en langage naturel : ingestion PyMuPDF/LangChain, vectorisation ChromaDB, génération via Groq/LLM, UI Streamlit.

NLP Press Article Classification Pipeline NLP complet comparant TF-IDF/SVM vs BERT pour la classification multi-classes d'articles de presse (AG News & BBC News).

🛠️ Stack Technique

Langages

Python SQL Java Bash Dart

Data Engineering & Pipelines

Apache Spark PySpark Apache Kafka Apache Airflow Delta Lake dbt Prefect

Big Data

Hadoop Apache Hive Apache Flume Databricks

Bases de données

PostgreSQL MySQL MongoDB

AI / ML / LLMs

LangChain Hugging Face Scikit-learn PyTorch TensorFlow ChromaDB MLflow

Data Analysis & BI

Pandas NumPy Matplotlib Power BI

DevOps & Outils

Docker Git Linux Jenkins FastAPI Spring Boot Flutter

📜 Certification

🏅 Associate Data Engineer in SQL — DataCamp

📊 GitHub Stats

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  6. NLP-Classification-Thematique-d-Articles-de-Presse NLP-Classification-Thematique-d-Articles-de-Presse Public

    End-to-end NLP pipeline for press article classification. Compares traditional statistical methods (TF-IDF, SVM) with state-of-the-art Transformers (BERT).

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