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khadibd/README.md

πŸ‘‹ Hi, I'm Khadija Bouadi

Python developer | AI & Mechatronics engineer
I design smart automation systems and AI solutions to enhance industrial efficiency and manufacturing performance.
I enjoy solving real-world engineering challenges by combining data-driven intelligence with practical automation techniques. My work focuses on improving processes, reducing downtime, and increasing productivity through innovative technology. I’m passionate about Industry 4.0, predictive maintenance, and creating systems that make factories smarter and more sustainable.


🎯 What You Will Find Here

πŸ“Œ 1. AI & Machine Learning Projects

  • Real-world projects using Python, scikit-learn, TensorFlow, and PyTorch

  • Classification, regression, and predictive models

  • Time-series analysis and anomaly detection

πŸ€– 2. Reinforcement Learning & Automation

  • Q-learning projects and simulations

  • Intelligent agents for decision-making

  • Automation projects for industrial systems

🏭 3. Mechatronics & Industrial Engineering Work

  • Industrial automation examples and practical case studies

  • Mechanical design and system integration

  • Manufacturing process improvement projects

πŸ“Š 4. Data Science & Analytics

  • Data cleaning, visualization, and reporting

  • Advanced Excel and data-driven decision making

  • Insights and performance analysis

🀝 5. Collaboration & Open Source

  • Contributions to open-source projects

  • Team collaborations on real engineering challenges

  • Shared resources, tutorials, and learning notes

🧠 6. Learning Journey

  • My progress in AI and Industry 4.0

  • New tools and technologies I’m learning

  • Notes and mini-projects for personal growth


πŸ› οΈ Skills

πŸ’» Programming

  • Python

  • C / C++

  • MATLAB

πŸ€– AI & Machine Learning

  • Machine Learning (scikit-learn)

  • Deep Learning (TensorFlow / PyTorch)

  • Reinforcement Learning (Q-learning, etc.)

  • Data analysis & visualization

🏭 Mechatronics & Industrial

  • PLC basics

  • Industrial automation

  • Sensors & actuators

  • Mechanical design & manufacturing

🧰 Tools & Platforms

  • Git & GitHub β€” Version control, collaboration, and open-source
  • Jupyter Notebook β€” Data analysis, experimentation, and reporting
  • VS Code β€” Development environment and debugging
  • PyCharm β€” Python development and project management
  • MATLAB & Simulink β€” Modeling, simulation, and control systems
  • Excel (Advanced) β€” Data processing, dashboards, and reporting
  • Pygame β€” Game development and visualization projects
  • Google Colab β€” Cloud-based experiments and model training

🎯 Current Goals

  • AI & automation for industrial systems
  • Generalizing diagnosis models for broader applications.
  • Spreading know-how and promoting digital transformation in the industrial sector through AI.
  • Predictive maintenance and data-driven optimization
  • Building practical, real-world engineering projects

πŸ”§ I’m Currently Working On

  • Predictive Maintenance using vibration data and machine learning
  • Reinforcement Learning projects
  • Automation projects for industrial processes
  • Anomaly Detection: Unsupervised and semi-supervised method for the anomaly detection of industrial machinery.
  • LLMs for machine diagnosis and maintenance: Bridging diagnosis and maintenance workflows with LLMs capabilites through Model Context Protocol.

🀝 I’m Looking to Collaborate On

  • AI projects related to Industry 4.0

  • Robotics & automation systems

  • Data science projects (classification, anomaly detection, time-series)

  • Open-source projects in Python / AI / Mechatronics


πŸ’¬ Ask me about

  • Python programming and automation

  • AI & Machine Learning projects

  • Reinforcement Learning (Q-learning)

  • Industrial engineering & mechatronics

  • Predictive maintenance and data analysis


πŸ“« Contact

You can reach me here or through my GitHub profile.

Email: khadibd00@gmail.com

LinkedIn: https://www.linkedin.com/in/khadija-b-a004373a4/

Popular repositories Loading

  1. Adaptive-cruise-control-system-using-PID-controller Adaptive-cruise-control-system-using-PID-controller Public

    This project involves developing an ACC, a key part of Advanced Driver Assistance Systems (ADAS). The ACC system enhances safety and reduces driver fatigue by automatically adjusting the vehicle's …

    C++ 5

  2. Robot-color-detection-and-object-positioning Robot-color-detection-and-object-positioning Public

    The project involves developing an autonomous robot inspired by a ladybug's movement and characteristics. It integrates advanced technologies like computer vision and robotics to create a functiona…

    5

  3. pygame-ball-project pygame-ball-project Public

    Simple Pygame ball movement using mouse input

    Python 2

  4. Ball-and-Dog-Pygame Ball-and-Dog-Pygame Public

    Interactive Pygame simulation of a ball being chased by a dog, with zone detection logic.

    Python 2

  5. Mini-project-country-capital-dictionary Mini-project-country-capital-dictionary Public

    A Python program to look up and add country capitals interactively.

    Python 2

  6. Connect-Four-Console-Game-Python-OOP Connect-Four-Console-Game-Python-OOP Public

    A Python-based console implementation of the classic Connect Four game using object-oriented programming. Supports two-player gameplay with real-time win detection (horizontal, vertical, and diagon…

    Python 2