Louis Pailloncy, AI engineer

Description

AI engineer specialized in healthcare and medical imaging.

Background in applied mathematics (ENSTA – École Polytechnique) with research publications in computational biology and mammography AI.

I combine strong technical expertise with medical knowledge to build clinically relevant and production-ready models.

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual
German
Conversational
Spanish
Basic

Workplace preferences

Can work on-site

Paris (up to 50km)

GE Healthcare
Deep learning model observer for mammography
RESEARCH
April 2025 - September 2025 (5 months)
Paris, France
• Designed and trained a deep learning model observer for a digital breast tomosynthesis (DBT) mass-lesion detection task
• Implemented and benchmarked multiple architectures and setups in PyTorch Lightning
• Evaluated performance using agreement metrics and clinically relevant validation protocols
• Manuscript currently under preparation for publication
Deep Learning Machine learning Research Latex Mammography
Ecole Polytechnique
Medical imaging
January 2025 - March 2025 (2 months)
Paris, France
Gathering and preparing clinical (raw) data, studying articles and protocols to solve the inverse problem.
Matlab Mathematics
Instituto Superior tecnico
Mathematical modelling for epidemiology
RESEARCH
May 2024 - August 2024 (3 months)
Lisbon, Portugal
• Discretized an SIS model with coinfection and diffusion to study virus strain dynamics among a population of hosts
• Formulated the mathematical framework and studied specific scenarios under strengthened assumptions.
• Simulated strain dynamics using python to validate theoretical results
• Manuscript under review:
Python Epidemiology Mathematics ODEs

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Medical degree
Université Paris Cité
2029
Medical degree
Biomedical mathematics
École Polytechnique
2025
MSV : 'Mathématiques pour les Sciences du Vivant' Main courses: Reinforcement learning, Deep learning, Biostatistics, Biology, Cardiac Biomechanics, Research seminars in biomedical mathematics.

Check out Louis's education

AI engineer