Freelancer profile translated to English.
Back to original languageAbout Alexis
**Passionate about applied research and innovation**, I support you in solving **your most ambitious technical challenges in R&D**. Let's talk about it over a coffee (virtual or real, I'm not picky)! Whether for advice, brainstorming, or just geeking out on a technical problem, **your message will always get a response**. 🚀☕
**With 8 years of experience in image processing R&D**, I design and manage projects **from proof of concept (POC) to production deployment**.
Notably, I developedfully automated image processing pipelinesthat are now deployed in production **for over 20,000 users**. This work involved skills in **algorithms, deep learning, mathematics, and statistics**, among others.
I also designed spatial localization algorithms, leveraging 3D geometry to align landmarks and solve complex positioning problems.
Key Skills
- Machine Learning:Design, training, fine-tuning, and deployment of neural networks (CNN, LSTM, GAN, ...).
- Image Processing:Algorithm prototyping, creation of processing pipelines, and integration into embedded or backend systems.
- Algorithms & Mathematics:Geometric modeling, optimization, and complex problem-solving.
- Research & Prototyping:Ability to formalize problems, design innovative solutions, and validate them through experimentation.
Why work with me?
- Rigorous and Creative Approach:Solving complex problems and proposing effective solutions.
- Adaptability:Comfortable in both exploration (research, prototyping) and industrialization (integration, optimization) phases.
- Collaboration:Team spirit and willingness to share knowledge to achieve concrete results.
French
Native or bilingual
English
Fluent
Can work on-site
Marseille (up to 50km), Paris (up to 50km), Lyon (up to 50km), Toulouse (up to 50km), Limoges (up to 50km)
Experience
- RadienceR&D EngineerMarch 2026 - March 2026
Creation of a C++ raytracing software with CUDA 13 and Optix 9
Porting a particle simulation algorithm from CUDA 5 to CUDA 13. - Centre Ingénierie Aquatique et EcologiqueR&D Engineer - Computer visionENVIRONMENTALJanuary 2026 - January 2026
Creation of bird and bat recognition and tracking software:
- Classification of birds and bats in daytime and nighttime photos.
- Bird tracking in videos.
- Alex DATALABR&D Engineer in Computer vision and Machine learningTECHJuly 2025 - Today (11 months)Marseille, France
- Vibe coding of an application using GPS data for tracking.
- Fine-tuning, distillation, and deployment of LLMs for a translation application.
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Education
- Parisian Master of Research in Computer ScienceParis 7 Diderot2016Master en partenariat avec l'Ecole Polytechnique et les ENS (ULM, Cachan, Lyon). Le MPRI couvre des domaines clés comme l’algorithmique, la calculabilité et la complexité, la théorie des automates, la logique, la démonstration interactive et automatique, ainsi que la sémantique des langages de programmation. Ces enseignements visent à donner une base solide pour la recherche en informatique fondamentale