Freelancer profile translated to English.
Back to original languageAbout Gauvain
A flexible and innovative model
I propose an approach designed to adapt to the unique needs of each company:
- The development of your custom product is included at no initial cost.
- Only the production and continuous maintenance of your product over time are invoiced,in the form of a monthly fee based on usage.
- This methodologyreduces your financial riskswhile guaranteeing you a high-performance, scalable solution perfectly adapted to your needs.
My areas of expertise
With several years of experience, I specialize in:
- **Generative artificial intelligence (Generative AI)**: generation of multimedia content such as images, videos, sounds and text.
- Prompt Engineering
- Computer vision: development of advancedand customsolutions for image recognition, object tracking, video analysis, segmentation, pose tracking, counting and the creation of face filters.
- Development ofmobile applicationswith React, React Native, and Android
- Production and optimization of language models (LLMs)
- Production and deployment of your **APIs or applications with AWS**, in compliance with GDPR requirements
- Implementation ofRAG(Retrieval-Augmented Generation) systems to enrich AI models with your knowledge bases, guaranteeing relevant, precise and up-to-date responses.
I also offer you the possibility of integrating tools likeNotioninto your web and mobile applications, to offer intuitive, flexible and fully customizable content management.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- AISTResearch EngineerRESEARCHDecember 2023 - Today (2 years and 6 months)Tsukuba, JapanDevelopment of robust autonomous navigation systems based on diffusion-based policies to improve trajectory generation, multimodal action prediction and collision avoidance for mobile robots.Using state-of-the-art 3D reconstruction techniques (NeRFs, Gaussian Splatting, InstantSplat) to create realistic test environments from YouTube videos.
- PIINK TEKNOLOGYMachine Learning EngineerTECHJuly 2020 - April 2022 (1 year and 9 months)Development of Android and Unity applicationsDesign of algorithms for object detection on point clouds
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Education
- Master Artificial Intelligence and Pattern RecognitionUniversité Paul Sabatier2020