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Data engineer
ICARE• August 2022 - November 2022
During this internship, 3 topics were discussed. - Topic 1: Improving the flow of data from Google Sheets to BigQuery. The principle is to use the Google API (Drive and Sheets) to retrieve locally the spreadsheets and a metadata, the last modification date. In this way, only modified spreadsheets are imported. Subsequently, dataframe processing with concatenation and merging steps are used to obtain a final dataframe. - Topic 2: This topic is closely related to the first one as it is a step of automatic translation of comments present in the final dataframe generated in topic 1. NLP technology is used here to perform automatic translation. An improvement of the algorithm is also realized in order to translate only the new comments and thus gain in execution time. - Topic 3: Creation of an interface with Streamlit for internal use. The aim is to create dashboards linked to the different databases and to allow an easier visualisation of the data. A cybersecurity step is also used thanks to an authenticated connection via a Google account and an HTTPS certificate when the prototype is used on the server.
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Web development, Training• February 2022 - August 2022
Intensive 7-month training course to acquire the skills of a web developer through front-end and back-end technologies. Following this training, an internship in a company is carried out. The emphasis is on self-learning during the training. Different learning paths are proposed either in group work or solo. Technologies acquired during the training : ➢ Terminal, Git, GitHub, Markdown ➢ Front-end technologies: HTML5, CSS3, SASS/SCSS, Javascript, React ➢ Back-end technologies: PHP, MySQL, Python ➢ Frameworks : Bootstrap, Tailwind CSS, Django
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