Abdelmoughit AIT YOUB - Data engineer

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Title of the proposed internship project: Building a Data-Warehouse and ETL Pipeline for US Demographic Database.
project objectives: The objective of this project was to create an ETL pipeline for I94 immigration, global land temperatures and US demographics datasets to form an analytics database on immigration events.
Development tools: Apache Spark, Apache Airflow, Pyspark, PostgreSQL, AWS Cloud, AWS S3 and MYSQL etc...

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Project title: Spotify skip action prediction using user sequential data and acoustic characteristics
Technologies: Google Colaboratory, Python(pandas, numpy, matplotlib, seaborn, sklearn, tensorflow, xgboost, Flask), Git, GitHub and Heroku.

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-> Maching Learning and Data Visualization project, Fake news detection using NLP technics
Dec 2022 – Jan 2023
•Technologies: Google colaboratory, Python(pandas, numpy, matplotlib, seaborn, plotly, Tableau, sklearn, NLP, Flask ...)
-> Deep learning,
Distracted driver detection using computer vision
May 2023 – May 2023
•Technologies: Python, matplotlib, pandas, numpy, tensorflow, keras, Flask ...
-> Distributed architectures,
Distributed system for smart agriculture and information processing
Apr 2023 – May 2023
•Technologies: Apache Kafka, Spring boot, SoapUI, jax-ws, RMI, Java sockets.
-> DevOps Methodology,
Containerization of a Springboot Microservice
Dec 2022 – Jan 2023
•Technologies: VSCode, Docker, gitlab(for CI/CD pipeline) and DockerHub.
-> Virtualisation et cloud,
Nov 2022 – Dec 2022
•Creation of a cluster of three Proxmox VE nodes and implementation of High availability (HA)
-> EmSmart, HealthCare Emergency Application,
Dec 2022 – Jan 2023
•Creation of a 3-tiers architecture model using Amazon Web Services(VPC, EC2, S3, SNS ...) .
-> Personal Project,
Realisation of a desktop Application: (Audio Manipulator, PDF Reader)
2021 – 2022
•Technologies: Python(tkinter, pyttsx3, speech_recogintion, matplotlib ... )
-> Social Network Analysis,
Link prediction using dimensionnality reduction based method
Sep 2023 – Oct 2023
•Technologies: Python, networkx, pyvis, matplotlib, Locally Linear Embeeding, sklearn(PCA)

Education

Data engineering student @ ENSIAS "the National High School of Computer Science and Systems Analysis".
2021 – present | Rabat, Morocco

Preparatory classes in Physics and Engineering Sciences (PSI), @ CPGE preparatory classes Med Réda Slaoui
2019 – 2021 | Agadir, Morocco

Bachelor's degree in Physical Sciences series with honors, @ Ibn Al Haytam qualifying high school
2018 – 2019 | Tata, Morocco

Skills

Python
Java(Sockets, Web services)
Scala
C programming language
shell scripting

HTML, CSS, JAVASCRIPT, PHP, jQuery, Flask(python), Spring Boot(Java)

SQL: Mysql, Oracle, SQLServer, PL/SQL, sqlite3, HiveQL and DB2
NoSQL: MongoDB, Apache Cassandra and Hbase

Eclipse, VS Code, Intellij, SqlPlus, MYSQL workbench

Supervised learning, unsupervised learning and reinforcement learning and deep learning (ANN, RNN, LSTM, BiLSTM, CNN ...).

Hadoop, MapReduce, Spark, Apache Kafka, Apache Airflow.

Docker, Kubernetes, GitLab, Git, Ansible, DockerHub

Merise( JMerise, JMCT and JMOT), UML2( Visual Paradigm) .

Tableau, Apache superset, python( matplotlib, seaborn, plotly)

Talend open studio for data quality
Talend open studio for data integration

semantic web, ontologies (OWL), linked data
N-triples, RDF/XML, RDFS, Turtle, Graph
SPARQL

Agile Methodology (Scrum)

Certifications

YouTube Labs - Docker for the Absolute Beginner - Hands On

April, 2023

Issued by: Great Learning
Covered skills: Docker networking, docker images, containers, port mapping, DockerFile, DockerHub, Docker volume binding

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ENSIAS

CPGE Med Reda Slaoui

Ibn Al Haytam

SQL (Intermediate) Certificate

Entrepreneuriat : Trouver son idée d'entreprise

Préparer votre carrière dans l'analyse de données

Se préparer au métier d’analyste de données par Microsoft et LinkedIn

YouTube Labs - Docker for the Absolute Beginner - Hands On

Data cleaning

Pandas

Java (Basic) Certificate

L'essentiel de jQuery

Python

Introduction to Python

Understanding Data Engineering

Python (Basic) Certificate

L'essentiel de JavaScript

L'essentiel des CSS

L'essentiel du HTML5

Les fondements de la programmation

Business Analysis foundations

Spring boot for beginners

Amazon Elastic Container Service (AWS ECS)

Cloud Engineer Roles and Responsibilities

Découvrir l'analyse de données

Découvrir la data science: Comprendre les bases

Découvrir la data science: Raconter les histoires grâce aux données