Freelancer profile translated to English.

Description

I am Jérémy, I have 6 years of experience as a data scientist. I am based near Lyon, with expertise in generative AI, predictive modeling, and algorithm industrialization. I assist companies in leveraging their data to optimize their processes, innovate, and improve their performance.

What I offer:

Deployment of predictive models: I develop robust applications with Django for seamless integration of machine learning models into industrial environments. Whether for real-time predictions or data file management, I design tailor-made solutions.

Automation and CI/CD for models: I implement CI/CD pipelines for training, deploying, and updating models, ensuring optimal long-term performance. I have proven expertise with GitLab for automated deployments.

Industrial data expertise: With experience in the construction materials industry, I master the analysis of complex data (granulometry, X-ray diffraction) to solve technical problems and improve industrial processes.

Data analysis and visualization: I help my clients understand and leverage their data through exploration and modeling tools, transforming raw information into concrete action levers.

Generative AI integration: I assist companies in integrating AI to optimize their processes and innovate, particularly by using AI models for decision-making and creating intelligent applications.

I am proficient with tools like Python, Scikit-learn, and MLFlow, ensuring the performance and robustness of solutions. My approach is collaborative and results-oriented, to ensure the success of your projects.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

Groupe Vicat
Data Analyst / Scientist
October 2019 - Today (6 years and 8 months)
Centre Commercial, L'Isle-d'Abeau, France
I am in charge of digital subjects and tools for Vicat's central laboratory (LIMS, JMP, etc.). I develop applications in Python (Bokeh, Streamlit, Flask...), and prediction models. I am the LIMS administrator, and as such, I contributed to the deployment of the new version and user training within my scope. I also develop BI reports for management and operations (IBM Cognos, Power BI, Jaspersoft Studio). I also contribute to other group internal projects (Cloud, Microsoft 365 deployment, IT solution testing, technical watch, generative AI...).
Groupe Vicat
Chemical and Numerical Methods Technician at the Materials and Microstructures Laboratory
September 2018 - October 2019 (1 year and 1 month)
Centre Technique Municipal, France
I am in charge of the laboratory's digital tools (Python programs, LIMS, JMP, etc.) in parallel with my degree program (Master's in SISE). I also perform analyses of the chemical composition of concretes, cements, raw materials, and secondary fuels. I work at the central laboratory of the Louis Vicat Technical Center in L'Isle d'Abeau (Isère).
Groupe Vicat
Chemical Technician
November 2014 - September 2018 (3 years and 10 months)
Centre Commercial, L'Isle-d'Abeau, France
I perform analyses on the chemical composition of concretes, cements, raw materials, and secondary fuels. I work in the chemistry section of the central laboratory of the Louis Vicat Technical Center in L'Isle d'Abeau (Isère).