CÉDRIC BOHNERT
Data & AI Software Developer
Who am I?
Passionate about e-learning, data science and artificial intelligence, I recently graduated with a Bachelor's degree in Python Application Development. My goal is to support your projects by leveraging my skills in Data and AI-oriented design and development.
With a background in analytical chemistry, I've developed methodological rigor and scientific curiosity that I've applied in the world of quantitative data. My experience in teaching mathematics has allowed me to refine my technical communication, writing and project management skills, strengthened by my journey as a solopreneur.
Involved in community initiatives promoting Free Software philosophy, I've enriched my profile with skills in innovation, development and training.
I offer services around:
- development of Python/Django/Flask scripts and applications,
- descriptive and predictive statistical analysis, leveraging advances in machine learning (ML) and deep learning (DL),
- creation of educational content for teaching mathematics and STEM subjects.
My areas of focus include education, healthcare and sciences, where I aim to design effective and innovative technological solutions. Outside of work, I'm passionate about content creation, especially AI-assisted role-playing games, as well as urban exploration, hiking and musical discoveries. Need an engaged and versatile developer for your Data and AI projects? Contact me, I'd be happy to discuss your needs!
What can I do?
Full-Stack & Data Applications Development
- Design and development of web applications with Python, Flask and Django
- Creation of interactive dashboards with Python and Streamlit
- Front-end languages: HTML, CSS, JavaScript
Data Science & Machine Learning
- Data analysis with Python (Pandas, NumPy, Matplotlib, Seaborn)
- Statistical modeling and machine learning with Scikit-learn
- Deep learning models with TensorFlow and Keras
- Natural Language Processing (NLP) with NLTK and SpaCy
Modeling & Databases
- Software architecture with UML
- Database management via ORM, SQL and MERISE modeling
Development Environment
- Development on Windows (Anaconda)
- Development on Linux (Debian, Ubuntu)
- Use of Jupyter Notebook and Visual Studio Code
- Version control with Git and GitHub
Methodologies & Tools
- Agile development (SCRUM) and data project management (CRISP-DM)
- Versioning with Git and virtual environment management (Pip, Conda)
- Technical documentation with Markdown & LaTeX
Languages
- French: Native
- English: B2 level
