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cbohnert67/README.md

Hi 👋, I'm Cédric Bohnert !

An Aspiring AI Engineer from France

⚠️ Actively Looking for A Work-Study AI Engineer Position starting in 2025 ⚠️

About Me

🔭 My Mission for 2025: Advancing in Data Science and AI

In 2025, I am fully committed to enhancing my skills in Data Science and AI while expanding my GitHub portfolio with insightful notes and project showcases.

In 2024, I built a strong foundation in software engineering, leveraging exceptional learning resources like the STUDI platform and the www.educative.io platform. My focus has been on mastering core software development principles and hands-on practices.

Key Competencies Developed in 2024:

  • Object-Oriented Programming (OOP): Proficient in Python and UML-based Object-Oriented Design.
  • Algorithmic Problem Solving: Expertise in designing efficient programs using advanced Data Structures.
  • Database Systems: Skilled in relational database modeling and implementation with SQL and Python ORM.
  • API Collaboration: Adept at integrating and communicating with APIs and libraries using Python.
  • Software Management & Quality: Knowledge of Agile SCRUM practices and software engineering principles.

These achievements have prepared me for the next step: diving deeper into Data Science and AI Engineering. My strong foundation in problem-solving, software design, and data modeling ensures I’m ready to tackle advanced machine learning and artificial intelligence concepts.


🌱 My 2025 Learning Objectives:

Data Science & AI Specialization:

  • Data Analysis & Visualization: Master tools like Pandas, NumPy, Matplotlib, and Seaborn for in-depth data exploration.
  • Machine Learning: Build and evaluate models using scikit-learn; implement algorithms like regression, classification, and clustering.
  • Deep Learning: Develop expertise in TensorFlow and PyTorch for NLP and computer vision tasks.
  • Big Data Technologies: Learn to handle large-scale datasets using Hadoop and Apache Spark.
  • Mathematics & Statistics: Strengthen foundations in linear algebra, calculus, probability, and statistical modeling.
  • Software Engineering for AI: Improve Python programming for AI applications; deploy models with Docker and Kubernetes.
  • Advanced AI Topics: Explore Natural Language Processing (NLP), Computer Vision, and Reinforcement Learning.
  • Projects & Collaboration: Contribute to open-source projects and build a comprehensive Data Science portfolio.
  • Certifications: Achieve industry-recognized certifications and stay updated on the latest trends in AI.

👯 Collaboration & Networking

I’m actively seeking collaborative opportunities in Python programming, Data Science, and AI. If you're enthusiastic about tackling challenging problems or building innovative projects, let’s connect!

Why Collaborate with Me?

  • Hands-On Python Expertise: I continuously refine my Python skills, focusing on AI-driven projects.
  • Data-Driven Mindset: My approach emphasizes end-to-end workflows, from data cleaning to predictive modeling.
  • Growth-Oriented: I embrace lifelong learning through coursework, projects, and collaborations.

💼 Career Aspiration: AI Engineer via Work-Study (Alternance)

I’m pursuing a work-study (alternance) position to support my Master’s in AI Engineering with OpenClassrooms. This opportunity would enable me to gain hands-on experience while advancing my education, building a bridge between theory and practice.

Feel free to explore my project. If you know of opportunities aligning with my skills and goals, let’s talk!


🤝 Areas of Passion: STEM Education, Research, and Healthcare

I am deeply committed to leveraging AI for transformative applications in:

  • STEM Education: Creating AI tools that personalize learning, making complex subjects accessible and engaging for learners.
  • Scientific Research: Accelerating discoveries through AI-driven insights and automated data analysis.
  • Healthcare: Enhancing diagnostics, streamlining processes, and developing predictive models for improved patient care.

Let’s work together to innovate in these critical fields and create meaningful impact!

👨‍💻 Let’s connect and collaborate to drive AI innovation!

📫 How to reach me: [email protected]

⚡ Fun fact: When I'm not coding, I enjoy listening to electro music while walking in the city of Strasbourg, France. So, be patient when I won't call back.


My Current Readings:

Learn More Python the Hard Way Shaw Software Design Hue UML 2 par la pratique Roques

Me and My Skills in GenAI Illustrations:

Exploratory Data Analysis with Python Programming Pensée Informatique et Apprentissage Agilité Communication Design Thinking

My Credentials:

Connect with me:

To Cédric Bohnert LinkedIn

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  1. BILLETERIE_JO2024 BILLETERIE_JO2024 Public

    Projet destiné à l'évaluation finale Studi pour obtenir le titre RNCP Concepteur Développeur de solution Digitale Python.

    Jupyter Notebook

  2. AI-PYTHON-NOTES AI-PYTHON-NOTES Public

    Notes about Python and AI.

  3. Datacamp-Storytelling-Projects Datacamp-Storytelling-Projects Public

    DataCamp projects I completed with a storytelling flavour.

    Jupyter Notebook

  4. Model-Experiments-Toolbox Model-Experiments-Toolbox Public

    A collection of Python tools for model searching tasks and experiments in regression and classification problems.

    Jupyter Notebook