MLOps freelance mission: design, deployment and industrialization of intelligent solutions for automated processing of complex documents for the French energy company.

• Design and industrialization of ML pipelines for the automatic analysis of documents (PDF, images, forms).
• Design of AI Agents specialized in document processing (Textract, Rekognition, ADK, AgentCore).
• Déploiement, automatisation et monitoring de modèles sur des architectures cloud scalables (Lambda, Stepfunctions, DynamoDB).
• Mise en œuvre de mécanismes d'alerte et de supervision en production pour assurer la robustesse des systèmes (CloudWatch, SNS, SQS).
• Force de proposition dans la résolution de problématiques complexes liées à l'automatisation.

NeuRoam project: platform for collecting and analyzing behavioral data from daily life.

• Full-stack development of a web application, APIs and a mobile application (NeuRoam).
• Integration of AI models for extracting spatio-temporal insights from geolocated data.
• Setting up CI/CD pipelines with GitHub and Docker.
• GDPR compliance and CNRS requirements for health data management.
• Training and support for users for the adoption of the platform.

Projet BrainWatch : conception d'une IA pour interpréter le comportement humain (Deep Tech, CIR).

• Obtaining non-dilutive financing (CIR, French Tech, BPI).
• Design of a scalable AI infrastructure for data-driven management.
• Development of BrainWatch, a multimodal behavioral analysis platform.
• Implementation of automated CI/CD pipelines, GDPR compliance.
• Optimization of data processing pipelines on AWS.

AGPA project: research on the neural bases of agent vs. patient social representation.

• Deployment of ML and DL models for fMRI and EEG data.
• Analysis of millions of voxels for the study of brain-behavior interactions.
• Processing complex multimodal time series.

Research project: modeling episodic memory mechanisms in virtual reality.

• Analysis of fMRI and behavioral data (millions of data points).
• Development of a mobile data collection application.
• Web interface for visualizing experimental results.
• Deployment of a hybrid cloud infrastructure (AWS + CRNL).
• Publication of 3 scientific articles promoting the results.

HUBBLE Learn project: behavioral observatory based on e-learning traces.

• Collection and analysis of behavioral data from medical students.
• Evaluation of the impact of teaching strategies on learning.
• Design of interactive dashboards and dedicated database.

Tamagocours project: digital game to raise awareness of the educational uses of digital technology.

• Analysis of the dynamics of serious game appropriation via the processing of traces.
• Clustering and ML application to segment user behavior.
• Recommendations to optimize the experience and educational impact.

LENA project: validation of a voice recognition system for young children.

• Processing and analysis of the oral productions of French-speaking children.
• Development of robust NLP models adapted to children’s specificities.
• Scientific validation of the system in a research and therapeutic framework.

ASTERISK project: deployment of an IPBX for CPAM telecom management.

• Deployment of an IPBX solution (Asterisk) for CPAM agencies.
• Network optimization (routers, VLANs) and VMware virtualization.
• Technical support and maintenance of network and telecom infrastructures.