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aymane-maghouti/README.md

Aymane Maghouti

Data Engineer · Big Data · AI Solutions

Designing scalable data platforms and AI-driven pipelines for enterprise environments

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About me

I'm a data engineer specializing in the design and modernization of data platforms, real-time analytics frameworks, and AI-enabled information systems. I've contributed to large-scale transformation initiatives — from migrating critical enterprise environments to building RAG systems and semantic pipelines for complex technical content.

  • 🛫 Currently @ Airbus — Data Analytics & Engineering on the Final Assembly Line (FAL), working within the Skywise (Palantir) Big Data ecosystem
  • 🧠 Building AI-powered knowledge platforms with RAG, Vertex AI, and Gemini on GCP
  • ☁️ Working across AWS · Azure · GCP cloud environments
  • 🏀 Outside of data: basketball and football keep me going

Experience highlights

Company Role Period
✈️ Airbus Data Analyst / Data Engineer — FAL Production Analytics (Skywise) + AI Knowledge Platform (GCP/RAG) Feb 2026 — Present
📡 INWI Data Platform Migration & Real-Time Analytics — Oracle → SQL Server, Kafka, Power BI Feb 2025 — Sep 2025
🧱 Shiftbricks Data Ingestion Pipeline for AI Application — Medallion Architecture, Airflow Jun 2024 — Sep 2024
🚂 ONCF Data Analytics Intern — BigQuery, DBT, Star Schema, 10M+ records/day Jul 2024 — Sep 2024

Tech stack

Data Engineering & Streaming

Apache Kafka Apache Spark Apache Airflow Hadoop dbt PySpark

Cloud & MLOps

GCP Azure AWS Docker MLflow Vertex AI

Data Warehousing & BI

SQL Server BigQuery Snowflake Power BI SSIS

Programming & Frameworks

Python Java SQL FastAPI Spring Boot React

Databases

PostgreSQL MongoDB Oracle MySQL ClickHouse

GitHub stats

GitHub Streak

Featured projects

Project Description Stack
🏠 LeBonPrix End-to-end rental price prediction platform — scraping, Medallion architecture, XGBoost, mobile app Python · XGBoost · FastAPI · Spring Boot · React Native · Power BI
⚡ Event-Driven CDC Pipeline Real-time change data capture with Kafka, Spark Streaming, Debezium Kafka · Spark · Debezium · Spring Boot
☁️ ML on Azure Full ML solution migrated to Azure with MLOps pipelines and cloud-native deployment Azure · MLflow · FastAPI · React Native
🚀 AWS Smartphone Pipeline Big data pipeline migrated to AWS ecosystem Glue · Athena · S3 · QuickSight
📊 HR Azure Pipeline HR analytics pipeline with ADF, Databricks, and Power BI ADF · Databricks · Blob Storage · Power BI
🔁 Sales Data Pipeline ETL from SQL Server to BigQuery with Airflow orchestration and Looker Studio SQL Server · Airflow · BigQuery · Looker

"Good data infrastructure is invisible — you only notice it when it's missing."

Pinned Loading

  1. Big-Data-Project Big-Data-Project Public

    This project aims to predict smartphone prices using a combination of batch and stream processing techniques in a Big Data environment. The architecture follows the Lambda Architecture pattern, pro…

    Python 26 3

  2. Real-Time-Data-Pipeline-Using-Kafka Real-Time-Data-Pipeline-Using-Kafka Public

    This project implements a real-time data pipeline using Apache Kafka, Python's psutil library for metric collection, and SQL Server for data storage. The pipeline collects metrics data from the loc…

    Python 15 2

  3. Students-Management-System-Spring Students-Management-System-Spring Public

    This is a simple application for managing student records built with Spring Boot. It provides basic CRUD (Create, Read, Update, Delete) functionality for student entities.

    Java 4 2

  4. Human-Resources-data-pipeline Human-Resources-data-pipeline Public

    This ETL (Extract, Transform, Load) project aims to extract human resources data, clean it using PL/SQL and SQL, integrate it into a Snowflake data warehouse on Azure Cloud using Informatica, and v…

    5 2

  5. Dice-Game Dice-Game Public

    This web application is a simple game developed using Java Enterprise Edition (JEE) components such as filters, servlets, and JavaServer Pages (JSP). The backend is implemented using JEE, while Boo…

    Java 1

  6. Sentiment-Analysis-for-Jumia-Reviews-and-Smartphone-Price-Prediction-System Sentiment-Analysis-for-Jumia-Reviews-and-Smartphone-Price-Prediction-System Public

    The project focuses on customer sentiment analysis for Jumia, aiding informed online decisions. It collects and analyzes product comments to determine sentiments and implements a decision-making al…

    Jupyter Notebook 2