Freelancer profile translated to English.
Back to original languageAbout Cédric
🎓 Centrale Lyon Engineer - Python Expert
I am a Python developer specializing in data science and web development, with expertise covering the entire value chain of data-driven projects: from data collection and structuring to the deployment of web applications integrating AI.
Passionate about AI and modern web technologies, I enjoy designing efficient, robust, and scalable solutions that transform data into concrete tools for decision-making and growth. My dual expertise in data science and fullstack development allows me to create tailor-made platforms, combining automation, visualization, and artificial intelligence.
Services
Data Science & Python
📊 Data collection and processing (ETL, automation)
🧠 Prediction models, scoring, machine learning
🖼️ Computer Vision
🤖 Generative AI (chatbots, content generation)
Web Development
🌐 Fullstack development (Django, Vite, HTMX)
🔗 APIs and integration of data/AI into apps
📈 Dashboards and interactive applications
Cloud & Deployment
⚙️ Docker, Linux, CI/CD (GitHub Actions)
☁️ Cloud deployment (AWS, GCP, OVH, Scaleway)
Top Skills
👉 Python, SQL, Pandas, Polars
👉 Machine learning (Scikit-learn, statsmodels)
👉 Deep learning (TensorFlow, PyTorch)
👉 Backend development & APIs (Django REST, FastAPI)
👉 Modern Frontend (HTMX, AlpineJS, Vite)
👉 Data visualization (Plotly, Streamlit, PowerBI, Tableau)
I am involved in every stage of the project — needs analysis, development, deployment, and continuous improvement.
Contact me to bring your data & web projects to life.
Cédric
French
Native or bilingual
English
Native or bilingual
Spanish
Fluent
Remote only
Primarily works remotely
Experience
- Berthier & AssociésCreation of a data-driven web platformREAL ESTATEJune 2024 - Today (2 years and 2 months)
- Creation of a web platform for collecting, processing, and visualizing client data with Django
- Implementation of real estate valuation calculation methods
- Retrieval of external data via Odoo API
- Automatic generation of expert reports in Word format
- Text content generation via LLM
- GE VernovaImprovement of a monitoring solution using deep learningENERGY AND UTILITIESNovember 2024 - February 2025 (2 months)Nantes, France
- Improvement of a time series encoding solution using a convolutional autoencoder (CAE)
- Performance study of the model for time signal classification for preventive maintenance of an electrical system
- Deployment and implementation of model performance monitoring
- GE VernovaData Scientist | Python DeveloperENERGY AND UTILITIESAugust 2023 - April 2024 (8 months)Barcelone, Spain
- Sensor data analysis and dashboard creation
- Modeling of physical behaviors and implementation of Machine Learning (Random Forest, XGBoost) & Deep Learning (ANN) models
- Development of AI-based automatic fault detection programs for preventive maintenance
- Creation and continuous development of software integrating various data tools (SQL query generation, automatic S3 file collection, conversion, visualization, etc.)
Reviews
Recommendations
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Education
- General Engineer - Data SpecializationCentrale Lyon2023Compétences transverses en ingénierie, innovation et gestion Spécialité : Data Science
- Preparatory classesLycée La Martinière-Monplaisir2018Formation théorique avancée en Maths - Physique - Sciences de l'Ingénieur