About Sacha
English
Native or bilingual
French
Native or bilingual
Experience
- 42full stack web developerVIDEO GAMES AND ANIMATIONFebruary 2023 - May 2023 (4 months)Paris, FranceA 42 project for which I developed a complete 'single-page' web application allowing users to play a game of Pong online.The backend is designed following REST API principles.Technologies used:--> Backend:3 Docker containers, respectively running a NodeJS instance, Postgre, and a reverse proxy Nginx server (entrypoint).--> Front:React / Vue.ts and MUI--> Notes:We built our own game engine, running in the background in fully asynchronous (headless) mode. The connection is established with socket.IO, enabling 'full-duplex' communication.We implemented a complete authentication strategy with JSON web tokens, access and refresh tokens, encrypted passwords, etc.
- L'AGENCE YLRBNB MARSEILLE ANALYSISREAL ESTATEJuly 2023 - August 2023 (1 month)The YL agency, based in Marseille, lacked insight into the Airbnb market in Marseille.Therefore, I conducted a small statistical study for them, highlighting several key pieces of information:Top bookings by type (number of rooms) and by district (district was an explicit request).Average prices and distribution.Concentration by district.The approach was as follows:Find a dataset specific to our needs (web-scraping).Data exploration and cleaning (remove outliers, unwanted fields...).Extrapolate Lidar data with a public dataset of Marseille districts to aggregate my listing by district.Statistical description.Visualization.
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Education
- Master Computer Science, specialization MLEcole 42N'hésitez pas à aller consulter mon GitHub pour une liste quasiment exhaustive des projets informatiques et data que j'ai réalisés : https://github.com/LahlouS
- Query an SQL databaseOPEN CLASS ROOM2022