Hi, I'm Bouthayna Jouak

A
AI and Data Science Engineering Student and Web Developer with a self-driven, quick-start attitude, a passion for programming, and a curious mind that thrives on solving complex, real-world challenges.
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About

Industrial Engineering student specializing in Artificial Intelligence and Data Science, passionate about system optimization and the development of innovative digital solutions. With experience in web development and data science, I aspire to create intelligent applications to enhance industrial efficiency. Ambitious and curious, I am constantly seeking to learn and take on new technological challenges.

  • Languages: Python, Java, JavaScript, C++, HTML/CSS/JS
  • Databases: MySQL
  • Libraries: NumPy, Pandas, OpenCV, matplotlib , seaborn , torch , transformers , sentence-transformers , langchain , llama-index
  • Frameworks: Django, Node.js, Keras, TensorFlow, PyTorch, Bootstrap
  • Tools & Technologies: Git, Docker, AWS, GCP

Experience

  • Intern – Web Application Development for Production Optimization
  • Developed a web application for   optimizing mechanical production monitoring.
  • Contributed to the   improvement of digital tools   to enhance operational efficiency.
  • Worked on multiple digital projects using   Django   and   Django REST Framework.
  • Gained hands-on experience with   digital technologies   in an industrial environment.
  • Tools: Django, Django REST Framework, PostgreSQL
July 2024 - August 2024 | Kenitra, Morocco

Projects

Screenshot of Stellantis Production Track Web App
Web Application

A web application designed for tracking production and optimizing manufacturing processes at Stellantis.

Accomplishments
  • Developed using Django to manage and monitor production data in real-time.
  • Integrated data visualizations and dashboards for production performance insights.
  • Enhanced data reporting and shift management features to minimize downtime.
Screenshot of L7erf Bot
L7erf Bot

An AI-powered chatbot designed to assist ENSAM students by answering questions, providing resources, and guiding them through academic information.

Accomplishments
  • Extracts data from ENSAM PDFs to provide accurate responses.
  • Built using Rasa for natural language understanding.
  • Helps students with academic queries and general guidance.
TRIZ + RAG Hybrid System
TRIZ + RAG Hybrid System

AI-powered inventive problem solving with TRIZ and Retrieval-Augmented Generation.

Key Features
  • AI generates solutions based on TRIZ principles.
  • Embedding-based document search with context-aware responses.
  • Agentic pipeline for real-time engineering problem-solving.
Workplace QR Reservation System
Workplace QR Reservation System

Web app for real-time desk reservation and QR-based check-in.

Key Features
  • Real-time desk availability and room maps.
  • QR-based check-in and authentication.
  • Admin dashboard for tracking and analytics.
Data Mining Analysis Suite
Data Mining Analysis Suite

Suite for customer/product segmentation and model evaluation.

Outcomes
  • Applied K-Modes, K-Prototypes, and clustering algorithms.
  • Customer/product segmentation.
  • Model evaluation metrics and dashboards.
Smart Data Preprocessing Pipeline
Smart Data Preprocessing Pipeline

Automated, modular pipeline for scalable data preprocessing.

Key Features
  • Handles missing values, categorical encoding, outlier detection.
  • Scalable for large datasets and multiple formats.
  • Modular functions for ML pipelines and notebooks.

Skills

Languages and Databases

Python
HTML5
CSS3
MySQL
C++
Java
JavaScript

Libraries

NumPy
Pandas
OpenCV
scikit-learn
matplotlib

Frameworks

Django
Bootstrap
Keras
TensorFlow
PyTorch

Other

Git
AWS

Education

Baccalauréat in Science Math A

Morocco

Mention: Très Bien

Achievements:

  • Graduated with highest honors.
  • Strong foundation in mathematics and sciences.
4A ENSAM Meknes

Meknes, Morocco

Degree: Industrial Engineering (AI & Data Science)

Relevant Courseworks:

  • Artificial Intelligence
  • Data Science
  • Machine Learning
  • Industrial Engineering
  • Data Analysis

Skills Gained:

  • Proficient in Python, R, and SQL for data analysis.
  • Experience with machine learning frameworks like TensorFlow and Scikit-learn.
  • Strong problem-solving and analytical skills.

Contact

+212 670868422

b.jouak@edu.umi.ac.ma

https://github.com/BettyJk

https://www.linkedin.com/in/bouthayna-jouak-360b3a221/

Certifications

Coursera/Stanford
Advanced Learning Algorithms

Issuer: DeepLearning.AI, Stanford University

Issued: May 2025

Credential ID: 5GUGUC521D2L

Skills: Machine Learning, Deep Learning

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ECLEE
Lean Six Sigma Yellow Belt

Issuer: ECLEE

Issued: April 2025

Lean Six Sigma Yellow Belt Certification

Coursera/DeepLearning.AI
Supervised Machine Learning: Regression and Classification

Issuer: DeepLearning.AI

Issued: March 2025

Credential ID: BZK5QBQMM8B5

Skills: Machine Learning, Regression, Classification

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Udemy
Django Masterclass: Build 9 Real World Django Projects

Issuer: Udemy

Issued: September 2024

Skills: Django, Django REST Framework, Python, HTML

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Voir mon CV (PDF)