Freelancer profile translated to English.
Back to original languageAbout Quentin
Hello,
I am a Machine Learning Engineer/Data Engineer, working in Lyon and its surroundings.
I work on missions concerning all stages of the data cycle:
- Collection/Creation of data from your various data sources (crawlers, scraping, internal/external APIs, databases, spreadsheets, ...)
- Processing/Analysis of data according to needs. I work in close collaboration with the teams to target the needs and questions before working on the data
- Presentation on Data Visualization tools, in occasional reports or in dynamic dashboards
I can integrate an existing team/project, or work on a project from A to Z.
My main tools:
- Python (PyData stack, pandas, jupyter, flask) for analysis, I mainly work on notebooks in order to better collaborate with other people, but for production a different solution is envisaged depending on your project
- Keras/Tensorflow for all Artificial Intelligence issues, Gensim/SpaCy on NLP issues
- MySQL, MongoDB or Neo4j in databases according to needs. I use the database system most appropriate to the project, whether it is MySQL for classic column-oriented data, MongoDB for data with a more "dynamic" structure, or Neo4J for graph structures
- AWS or Azure as cloud providers, with a general appetite for AWS. The use of different services makes it possible to simplify processing tasks, but I adapt to any self-hosted systems
- For data visualizations, I work on Tableau, Dash or Bokeh, or custom with Vue
I have worked in the RH-tech, connected energy health, food-tech and autonomous car sectors and am open to any interesting proposal ;-)
English
Fluent
French
Native or bilingual
German
Conversational
Can work on-site
Lyon (up to 10km)
Experience
- 365TalentsData EngineerHUMAN RESOURCESJune 2022 - October 2022 (5 months)Lyon, FranceCreation of data processing pipelines in order to value and extract information for client/sales teamsDevelopment, design and deployment on AKS as well as on Az Databricks
- SeoquantumData Scientist / Data EngineerSOFTWARE PUBLISHINGJanuary 2022 - Today (4 years and 5 months)Creation and maintenance of data processing systems for an automated referencing project. My different missions are:- Creation and maintenance of automated text processing systems (Gensim, HuggingFace)- Creation and maintenance and scaling of systems on Kubernetes- Improving the performance of various intelligent systems- Application maintenance of application systems
- Bouygues Energies et ServicesData engineerINTERNET OF THINGS (IOT)May 2021 - December 2021 (7 months)Development of data integration pipelines and processing algorithms for a preventive maintenance project for electric car charging stations. My different missions were:- Creation and maintenance of ETL pipelines for data integration between different systems- Creation and maintenance of intelligent data processing systems- Deployment and maintenance of the Kubernetes infrastructure- Creation and maintenance of application systems
Reviews
Paul
365Talents
Reviewed on 5/13/2022
Good fit with Quentin: efficient, organized and good advice.
Quentin autonomously built a data ingestion pipeline to populate a data warehouse.
The collaboration went well.
F
Franck
OnBoard (projet start up)
Reviewed on 3/26/2021
Serious, professional and responsive.
Thank you Quentin
Recommendations
MB
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Education
- Master of Information TechnologyEpitech2018Formation basée sur la pédagogie par projet, l'autonomie et l'autodidacte, le cursus d'Epitech est constituté de deux années axées principalement sur le C, le C++ et le Python. La 3,4 et 5e année permettent aux élèves de développer un projet de fin d'études en partant à l'étranger et en apprenant la gestion de projets, le growth-hacking, ... C'est une formation dont le but n'est pas spécialement de former des développeurs logiciels, mais des développeurs capables de s'adapter aux technologies en fonction du projet sur lequel ils travaillent
Certifications
- Deep LearningCoursera2020