Freelancer profile translated to English.
Back to original languageAbout Elias
I chose a multidisciplinary path in Cognitive Science and decided to specialize in Image Processing and Deep Learning because I am interested in intelligent systems, both natural and artificial, and in the image. This allowed me to complete internships at Rakuten - PriceMinister and at ISIR (Intelligent Systems and Robotics Institute) in computer vision. There, I was able to improve my skills in Machine Learning/Deep Learning and Data Analysis using frameworks like Caffe/Tensorflow and PyTorch, following an Agile/Scrum methodology.
I became a self-entrepreneur in web development to subcontract requests for the web design agency Dvtk.us and the association Cog'Innov. This enabled me to perform HTML/CSS/JS web mock-up integration, create websites in WordPress/Timber, and applications in React JS and React Native.
I wish to use my knowledge and skills in computer vision and web development to undertake freelance missions for your company or project.
English
Fluent
French
Native or bilingual
Remote only
Primarily works remotely
Experience
- AramisautoFront-end ArchitectAUTOMOBILEMarch 2019 - Today (7 years and 3 months)Paris, France
- HubstairsData ScientistARCHITECTURE AND URBAN PLANNINGApril 2018 - Today (8 years and 2 months)Paris, FranceAssistance and automation in interior architecture based on various databases (users, professions, retail, open-source data). Works on machine learning using frameworks like Tensorflow or PyTorch, on generating 3D content from 2D with Blender and OpenCV, and on Datamining with BeautifulSoup and Scrapy. Deployment is handled with Docker and cloud services.
- Auto-entrepreneurFull-Stack Developer (HTML/CSS/JS, Django, React Native, Timber PHP, WordPress, ...)DIGITAL AND ITMarch 2016 - Today (10 years and 3 months)Paris, FranceSubcontracting mock-up integration for the web design agency Dvtk.us in London for clients like Prada and Management+Artists. I also developed an application and integrated a catalog of scientific experiments as part of a project between the CogInnov association and the Brain and Spine Institute.
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Education
- Master in Computer Science (Image Processing Track)Sorbonne Université (ex-UPMC)2017Formation de haut niveau en traitement des images, à vocation recherche et professionnelle. Les cours proposés présentent les outils mathématiques de l'image, les modèles, et leur utilisation dans des traitements allant du bas niveau au haut niveau. Les bases de données et le traitement, la collecte, la manipulation, la gestion de grandes quantités de données. La recherche d’information, et la fouille de données. L’intelligence artificielle, l’intelligence computationnelle. L’apprentissage automatique : statistique, symbolique, à partir de données imparfaites.
- Bachelor's degree in MIASHS with a specialization in Cognitive ScienceUniversity of Bordeaux2015Par sa structure pluridisciplinaire, la formation proposée a pour vocation de donner aux étudiants une capacité d'analyse et des méthodes pour la modélisation, la résolution de problèmes et la prise de décision. Elle est organisée autour de deux axes, Mathématiques – Statistique - Informatique et Sciences Cognitives.