Freelancer profile translated to English.
Back to original languageAbout Axel
Data scientist and AI expert for decision support in regulated healthcare environments. My experience combines academic research, deeptech industry, and agile entrepreneurship to develop robust, traceable, and compliant AI solutions: from proof of concept to clinical deployment. I have collaborated with clinicians, engineers, and regulatory experts to transform raw data into informed clinical decisions. Based in Grenoble (France), I am considering assignments in the Rhône-Alpes and Côte d'Azur regions.
Central Atlas Tamazight
Native or bilingual
English
Fluent
French
Native or bilingual
Spanish
Basic
Can work on-site
Grenoble (up to 30km), Lyon (up to 30km), Annecy (up to 30km), Chambéry (up to 30km), Valence (up to 30km)
Experience
- IcadomGenAI Consultant for Regulated Sector: Clinical ResearchMEDICALMarch 2025 - June 2025 (3 months)Grenoble, FranceCRO specialized in clinical investigation and medical device evaluation.Project Goal: Design of a multi-functional AI assistant automating the processing of regulatory and clinicaldocumentation under EU MDR, ISO 14155, and GDPR.Main achievements:• Built a retrieval-augmented generation (RAG) enabling clinical teams to query regulatory content with LLMs.• Automated document templates and prefilled forms for study management.• Developed the full backend in Python / LangChain / Faiss DB / FastAPI, deployed via Docker on OVH Cloud.• Integrated a Flutter mobile and web interface for clinical and business users.• Implemented MLOps tracking via MLflow and version control through GitHub.• Reduced document search time by >70% and achieved Recall@5 >85%, Precision@5 >90%.Soft skills: autonomy, pedagogical approach, documentation rigor, stakeholder communication.
- Blue-OrthoAI Expert – Computer-Assisted Orthopedic SurgeryMEDICALSeptember 2021 - February 2025 (3 years and 5 months)Grenoble, FranceSubsidiary of Exactech (USA), developing navigation systems and surgical planning software.Mission: Develop and deploy AI pipelines for 3D bone segmentation, landmark detection, and surgical navigation.Key contributions:• Designed CNN-based segmentation algorithms for shoulder and hip CT scans (Dice = 98%).• Reduced pre-operative image processing time by 75% compared to semi-automatic methods.• Managed datasets of 58,000+ CT exams with multi-protocol normalization.• Collaborated with surgeons, QA engineers, and SW developers in a regulated ISO 13485/MDR environment.• Contributed to 4+ scientific publications and received the 2nd Prize at CAOS 2024.• Integrated AI models into C++ production pipelines and Azure Cloud.Soft skills: clear communication with clinicians, quality documentation, cross-functional teamwork.
- GipsaResearch Associate in Computer Vision & Deep LearningRESEARCHJune 2017 - August 2021 (4 years and 2 months)Grenoble, FranceAcademic research (PhD and ATER contract) on vehicle segmentation and tracking in spatio-temporal video streamsusing GPU-accelerated architectures.Key results:• Designed hybrid GMM and CNNs for object detection and tracking on embedded GPU systems.• Achieved 4× improvement in inference speed with optimized CUDA pipelines.• Published 4 peer-reviewed papers and presented at international conferences.• Conducted reproducible experiments and developed a GPU optimization guide for video analysis.Technical stack: Python, PyTorch, OpenCV, CUDA, C/C++, Git, Linux HPC.
Reviews
Recommendations
Be the first to recommend Axel
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- PhDGrenoble Alpes University2020