Researcher in the Van der Schaar Lab.

Project led as part of the Paris Digital Lab.

The Paris Digital Lab is a digital innovation program, where small teams of engineering students develop Minimum Viable Products in 7-week sprints for businesses, using Scrum methodology.

Optimization of a complete computer vision neural network pipeline for waste detection.Try-outs of new visual feature extraction backbones more suitable for mobile deployment.Construction of a mobile app to test the model deployment and to perform analysis of our optimizations.Project led as part of the Paris Digital Lab.🔧Python (PyTorch, OpenCV), Java, Android Studio}

Construction of a data pipeline which collects, updates, stores and displays open source data about mobility from web API and web scraping. Construction of machine learning models and map visualization to create and display new relevant indicators about soft mobility.Project led as part of the Paris Digital Lab.🔧NodeJS, Python (Selenium, Celeri, Tensorflow, Folium), Docker, MongoDB

𝐏𝐢𝐜𝐭𝐮𝐫𝐞 𝐭𝐫𝐚𝐧𝐬𝐥𝐚𝐭𝐢𝐨𝐧 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧 - 𝐒𝐞𝐥𝐟-𝐢𝐧𝐢𝐭𝐢𝐚𝐭𝐢𝐯𝐞 𝐬𝐜𝐡𝐨𝐨𝐥 𝐩𝐫𝐨𝐣𝐞𝐜𝐭A smartphone application that translates any text on a picture to a given language.🔧𝘕𝘰𝘥𝘦𝘑𝘚 (𝘌𝘹𝘱𝘳𝘦𝘴𝘴, 𝘔𝘶𝘭𝘵𝘦𝘳, 𝘙𝘦𝘲𝘶𝘦𝘴𝘵), 𝘗𝘺𝘵𝘩𝘰𝘯 (𝘖𝘱𝘦𝘯𝘊𝘝, 𝘒𝘦𝘳𝘢𝘴, 𝘛𝘦𝘯𝘴𝘰𝘳𝘧𝘭𝘰𝘸), 𝘋𝘰𝘤𝘬𝘦𝘳, 𝘏𝘦𝘳𝘰𝘬𝘶, 𝘔𝘪𝘤𝘳𝘰𝘴𝘰𝘧𝘵 𝘈𝘻𝘶𝘳𝘦𝐃𝐫𝐨𝐧𝐞 𝐚𝐧𝐭𝐞𝐧𝐧𝐚 𝐩𝐥𝐚𝐜𝐞𝐦𝐞𝐧𝐭 𝐨𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧 - 𝐈𝐧 𝐜𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧 𝐰𝐢𝐭𝐡 𝐎𝐍𝐄𝐑𝐀, 𝐓𝐡𝐞 𝐅𝐫𝐞𝐧𝐜𝐡 𝐀𝐞𝐫𝐨𝐬𝐩𝐚𝐜𝐞 𝐋𝐚𝐛We have studied several methods to optimize drone antenna placement alongside railways. Then, we have built a software that can apply this solution to a map and display graphically the result.🔧𝘎𝘶𝘳𝘰𝘣𝘪, 𝘗𝘺𝘵𝘩𝘰𝘯 (𝘗𝘺𝘰𝘮𝘰, 𝘛𝘬𝘪𝘯𝘵𝘦𝘳)𝐊𝐚𝐠𝐠𝐥𝐞 𝐜𝐨𝐦𝐩𝐞𝐭𝐢𝐭𝐢𝐨𝐧 𝐨𝐧 𝐞𝐦𝐚𝐢𝐥 𝐜𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 - 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐜𝐨𝐮𝐫𝐬𝐞 𝐩𝐫𝐨𝐣𝐞𝐜𝐭Classify an email into eight classes based on the metadata extracted from the emails.🔧𝘗𝘺𝘵𝘩𝘰𝘯 (𝘛𝘦𝘯𝘴𝘰𝘳𝘍𝘓𝘰𝘸, 𝘴𝘤𝘪𝘬𝘪𝘵-𝘭𝘦𝘢𝘳𝘯)𝐏𝐨𝐫𝐭𝐟𝐨𝐥𝐢𝐨 𝐨𝐩𝐭𝐢𝐦𝐢𝐬𝐚𝐭𝐢𝐨𝐧 - 𝐅𝐢𝐧𝐚𝐧𝐜𝐞 𝐜𝐨𝐮𝐫𝐬𝐞 𝐩𝐫𝐨𝐣𝐞𝐜𝐭A data driven study of insurance pricing revaluation.🔧𝘎𝘶𝘳𝘰𝘣𝘪, 𝘈𝘱𝘰𝘱𝘵, 𝘗𝘺𝘵𝘩𝘰𝘯 (𝘗𝘺𝘰𝘮𝘰, 𝘴𝘤𝘪𝘬𝘪𝘵-𝘭𝘦𝘢𝘳𝘯)𝐌𝐨𝐯𝐢𝐞 𝐬𝐮𝐠𝐠𝐞𝐬𝐭𝐢𝐨𝐧 𝐰𝐞𝐛 𝐩𝐥𝐚𝐭𝐞𝐟𝐨𝐫𝐦 - “𝐖𝐞𝐛 𝐝𝐚𝐭𝐚 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞” 𝐜𝐨𝐮𝐫𝐬𝐞 𝐩𝐫𝐨𝐣𝐞𝐜𝐭A web plateform that display information about movies and can suggest relevant movies based on user preferences and movie similarities. 🔧𝘈𝘞𝘚 𝘴𝘦𝘳𝘷𝘦𝘳𝘭𝘦𝘴𝘴, 𝘑𝘢𝘷𝘢𝘴𝘤𝘳𝘪𝘱𝘵, 𝘕𝘰𝘥𝘦𝘑𝘚, 𝘙𝘦𝘢𝘤𝘵, 𝘋𝘺𝘯𝘢𝘮𝘰𝘋𝘉𝐒𝐮𝐝𝐨𝐤𝐮 : 𝐒𝐜𝐚𝐧 𝐚𝐧𝐝 𝐬𝐨𝐥𝐯𝐞 - 𝐂𝐨𝐝𝐢𝐧𝐠 𝐖𝐞𝐞𝐤 𝐩𝐫𝐨𝐣𝐞𝐜𝐭Realization of a software that can generate a grid or recognize it from a photo and then find a solution or allow the user to manually solve it.🔧 𝘗𝘺𝘵𝘩𝘰𝘯 (𝘖𝘱𝘦𝘯𝘊𝘝, 𝘒𝘦𝘳𝘢𝘴, 𝘛𝘒𝘪𝘯𝘵𝘦𝘳)

Inventory, administrative work, measuring device calibration

Research project about solving partial differential equations with neural network optimization, for the competitive exams for French engineering school.🔧 Python (TensorFlow)