Raphaël Breteau Email & Phone Number

Paris, FR

Ville De Paris, Île-de-France, France

Ville De Paris, Île-de-France, France

• Freelance mission in the Flow and Tooling team of Eiffage aiming at ensuring the good transmission of information between the different entities of the group.
• Implementation of monitoring tools for the group's internal servers and APIs to facilitate access to resources.
• Creation of a Google Cloud Platform POC to test available features and move internal products and databases to the Cloud.💻 Techs: Python (Raw, FastAPI), SQL, GCP (BigQuery, Document AI, Vertex AI), Docker, Kubernetes

Ville De Paris, Île-de-France, France

• Junior Enterprise mission to create a sales platform for a start-up providing insurance contracts.
• Definition of the overall design of the platform and creation of a model of the site.
• Development of the platform and integration of a payment module.💻 Techs: Vue.js, BNP Axepta (payment module)

Ville De Paris, Île-de-France, France

• 5 month internship to create a module for estimating the carbon footprint of the bank's internal products.
• Recovery of consumption data (electricity and CO2 emissions) from the IBM Cloud environmental calculator
• Retrieval of server usage data (percentage of CPU, RAM and storage usage) via the IBM Cloud monitoring console.
• Providing advice and best practices to the developer teams to reduce the impact of their product.💻 Techs: React, Flask, PostgreSQL, IBM Cloud

• Last project for the Paris Digital Lab to create a recommendation algorithm for Salto's content and editorial teams in order to discover original audiovisual productions to be added to the catalogue. Salto is a French.
• Scraping of the IMDb website to create an to create a database of audiovisual content hosted inside Google Cloud Platform and clustering of these contents on their IMDb tags.
• Creation of a search engine to return contents according to their associated tags.
• Visualisation of the genres and tags present in the database via a dashboard.💻Techs: Python, Numpy/Pandas, Sklearn, React, Flask, Google Cloud Platform (BigQuery, Datastudio)

Ville De Paris, Île-de-France, France

• Second project for the the French Ministère des Armées to create a digital twin system to simplify job transfers and skills transmission.
• Processed the Outlook archives of employees with the help of NLP algorithms to extract the contacts and projects of the employee.
• Visualization through a graph of contacts and projects via a Web application.💻Torch, Numpy/Pandas, Transformers, React (d3.js), Flask

Ville De Paris, Île-de-France, France

• First project for the Paris Digital Lab to create a Question Answering system for Enedis to retrieve the best answer to a question in a corpus of technical documents. Enedis is a French electricity transmission company.
• Reduction of the corpus to several top passages containing the answer with statistical methods such as TF-IDF or BM25 along with state-of-the-art methods, like Sentence Bert or Dense Passage Retrieval.
• Retrieval of the answer inside these passages with CamemBERT and visualization through a web interface.💻Techs: PyTorch, Numpy/Pandas, Transformers (CamemBERT, DPR), Gensim/NLTK, Flask

Master Of Science - Ms, Cybersecurity

Student at CentraleSupélec, member of University Paris-Saclay, first French university and ranked 13th in the Shanghai rankings.

Classes Préparatoires Aux Grandes Ecoles

Two year-intensive program to prepare for the national entrance exams to enter top French engineering schools. • First year: PCSI.