Dorian ROUX
Overview
About Me
Passionate about data analysis and enhancement, I design innovative solutions. My expertise is based on the integration of advanced Artificial Intelligence technologies and the application of various models to solve complex problems.
Sports enthusiast. Supporter of the Dallas Mavericks, Paris Saint-Germain, and the Ferrari Formula 1 team.
Connect with Me
You can contact me through the following social networks to discuss your projects or for any other inquiries:
And at the following address: mp.rouxdorian@gmail.com
My Services
Data Science & Artificial Intelligence
Turn your data into strategic assets with my expertise in Data Science and Artificial Intelligence, combining analysis, predictive modeling, and automation to optimize your decisions and improve efficiency.
Data Engineering
Optimize your data management with my expertise in Data Engineering, designing robust architectures, integrating efficient data flows, and ensuring the quality and accessibility of your information for accurate and insightful analysis.
Digital Transformation
Accelerate your digital transformation with my expertise, integrating innovative solutions and personalized strategies to optimize your processes, enhance the customer experience, and foster business growth.
Web Development
Enhance your online presence with my Web Development expertise, combining custom design, advanced technologies, and optimization to provide a seamless user experience and boost your visibility.
Technological Ecosystem
My Projects
NBA Dallas Mavericks - Automated Posts
Automation | Image Generation
Data collection automation for NBA games and figure construction for player performance analysis.Python, Raspberry Pi, Twitter API, Pandas, Pillow, OpenCV, Crontab
Puzzle - Multi Agents
Multi-Agent Systems | Deployment
Multi-agent projects based on the Puzzle game with a graphical interfacePython, Streamlit, Docker
CLIP - Search Engine
NLP | Computer Vision| Deployment
Construction of a search engine to translate a Text query into Images using pre-trained models such as CLIP from fiftyone and pineconePython, Streamlit, Docker, CLIP, Pinecone, FiftyOne
Optimization Metaheuristics - NSGA-II
Optimization Metaheuristics | NSGA-II
Construction of the NSGA-II algorithm from FOG/CLOUD task offloadingPython, Jupyter Notebook, Matplotlib, Numpy, Pandas, Plotly
Sentiment Analysis - Hugging Face
NLP | Framework| Deployment| Hugging Face
Sentiment Analysis based on a Hugging Face trained modelPython, Streamlit, Docker, Requête API
My Resume
Data Scientist Intern
Lincoln | Boulougne-Billancourt, France
09/2022 - 09/2023 (1 year)
Realization of a POC incubated with Bouygues Télécom on Computer Vision missions:
- Validation of the quality of the mixing of the bays according to specific analysis characteristics.
- Localization and extraction of labels contained within mixing bays.
- Identification of the types of cards inside routers in order to validate customer specifications.
Data Engineer Intern
Data Impact | Paris 10th, France
02/2022 - 08/2022 (6 months)
Implementation of data manipulation and visualization tools from internal databases and information from large distribution websites.
Development of unit tests allowing the comparison of information from different internal environments with the mission of analyzing and correcting errors that could distort the data provided to customers.
Data Scientist Intern
CY University IDHN | Cergy, France
04/2021 - 07/2021 (4 months)
Generation of data sets using scientific documents, construction of metrics and visualizations related to Teaching Analytics.
Writing an analysis report to support hybridization within higher education as part of the HyPe-13 project.
Artificial Intelligence Engineer
CY TECH (Engineering School) | Cergy, France
2018 - 2023
Training in Artificial Intelligence-related professions in a theoretical and practical framework through various projects.
Bachelor International in Data Science
CY TECH (Engineering School) | Cergy, France
2018 - 2022
Training taught in English focused on reflection, research, and project realization in Data Science with a strong component in Mathematics and Computer Science as well as an opening to the business world.
Computer Science License
CY Cergy Paris University | Cergy, France
2018 - 2021
Enrolled in the computer science curriculum at the University of Cergy-Pontoise in parallel with the Engineering curriculum.
Partnership between CY TECH (formerly EISTI) and the University of Cergy-Pontoise.
Artificial Intelligence Engineer
CY TECH (Engineering School) | Cergy, France
2018 - 2023
Training in Artificial Intelligence-related professions in a theoretical and practical framework through various projects.
Data Scientist Intern
Lincoln | Boulougne-Billancourt, France
09/2022 - 09/2023 (1 year)
Realization of a POC incubated with Bouygues Télécom on Computer Vision missions:
- Validation of the quality of the mixing of the bays according to specific analysis characteristics.
- Localization and extraction of labels contained within mixing bays.
- Identification of the types of cards inside routers in order to validate customer specifications.
Bachelor International in Data Science
CY TECH (Engineering School) | Cergy, France
2018 - 2022
Training taught in English focused on reflection, research, and project realization in Data Science with a strong component in Mathematics and Computer Science as well as an opening to the business world.
Data Engineer Intern
Data Impact | Paris 10th, France
02/2022 - 08/2022 (6 months)
Implementation of data manipulation and visualization tools from internal databases and information from large distribution websites.
Development of unit tests allowing the comparison of information from different internal environments with the mission of analyzing and correcting errors that could distort the data provided to customers.
Data Scientist Intern
CY University IDHN | Cergy, France
04/2021 - 07/2021 (4 months)
Generation of data sets using scientific documents, construction of metrics and visualizations related to Teaching Analytics.
Writing an analysis report to support hybridization within higher education as part of the HyPe-13 project.
Computer Science License
CY Cergy Paris University | Cergy, France
2018 - 2021
Enrolled in the computer science curriculum at the University of Cergy-Pontoise in parallel with the Engineering curriculum.
Partnership between CY TECH (formerly EISTI) and the University of Cergy-Pontoise.