CV

Research Engineer, Head of Data & AI Group.

Laboratoire d'Annecy de Physique des Particules (LAPP), CNRS/IN2P3

Leader of at team of 5 persons. Development, maintenance, and review of data analysis pipelines. Supervision of interns, PhD students and engineers; Leading open-source and open-science initiatives. Teaching at summer schools and universities.

• Leader of the GammaLearn project (since 2016): development of state-of-the-art deep learning methods for CTAO data analysis
• Main contributor and maintainer of CTAO data analysis libraries
• Responsible for the production of ML models for the CTAO-LST collaboration
• EVERSE WP3 leader: tools and services for software quality and FAIRness
• Architect of the ESCAPE Open-source Software and Services Repository (OSSR)
• Leader of the IDEFICS project accompanying socio-economic partners in their adoption of AI methods
• Co-lead the IN2P3 ML working group

Postdoctoral Researcher

Laboratoire d'Annecy de Physique des Particules (LAPP), CNRS/IN2P3

Postdoctoral researcher in gamma-ray astronomy and development of data analysis pipelines for CTA/LST-1 (image processing, PCA, statistics, machine and deep learning).

• Responsible for the real-time analysis of LST-1 (2019-2022)
• Development and maintenance of data analysis pipelines for CTA using machine and deep learning techniques
• Analysis of the first data acquired by LST-1
• Organization of 4 workshops and 4 summer schools on data & ML

Doctoral Researcher

Institut de Planétologie et d'Astrophysique de Grenoble (IPAG), UJF

Modeling of astrophysical emission processes; C and Python developments; analytical and numerical approaches;

• PhD Thesis: Modeling the emission of active galactic nuclei in the Fermi era
• Supervision of a master's student
• Teaching mathematics at University

PhD

Université Grenoble Alpes

Astrophysics - Modeling of Active Galactic Nuclei

Master's degree

Université Joseph Fourier

Astrophysics, Plasma, Planets

Engineer's degree

Grenoble INP, Phelma

Nanosciences

Classes préparatoires aux grandes écoles

CPGE Victor Hugo

Physics

Alpinism Instructor

Club Alpin Français d'Annecy

Volunteer mountaineering instructor, leading courses and teaching safety and techniques to club members.

City Coordinator

Pint of Science Annecy

Coordination of the Pint of Science festival in Annecy: organization, communication, and scientific mediation.

GammaLearn

Deep learning solutions for the Cherenkov Telescope Array Observatory (CTAO). Develops event reconstruction methods and a complete framework to train and deploy deep learning networks.

• PI of the project since 2016
• Deep learning for event reconstruction (type, energy, incoming direction)
• Complete framework for training and deploying DL networks
• Multiple publications and collaborations with computer science lab (LISTIC) and SME (Orobix)

IDEFICS

Project to accelerate digital transition of enterprises and organizations through AI and Big Data. Provides personalized support and access to computing infrastructure (MUST platform) with technical expertise from CNRS and USMB researchers and engineers.

• Project Leader
• Access to MUST computing and storage infrastructure
• Technical and scientific support from CNRS and USMB
• Co-financing and skill acquisition support for projects

EVERSE

European Virtual Institute for Research Software Excellence. Brings together researchers, research software engineers and service providers to improve the quality, sustainability and FAIRness of research software across Europe.

• WP3 Leader: Tools and services for software quality and FAIRness
• Surveying existing tooling and identifying gaps in research software
• Evaluating and integrating tools for software quality and FAIRness
• Surveying quality indicators and best practices
• Developing quality indicators dashboard for Science Clusters

CODEMETASOFT

24-month collaborative project to transform how research software metadata is captured, enriched, and shared. Introduces automated frameworks for CodeMeta standard metadata maintenance and enrichment.

• Co-lead (with Daniel Garijo, UPM)
• Autocomplete CodeMeta Wizard for simplified metadata creation
• Automated metadata enrichment and gap detection pipelines
• Testing on ESCAPE OSSR before rollout to other repositories

ESCAPE Open-source Software Repository (OSSR)

Open-source Scientific Software and Service Repository designed and developed as part of the European ESCAPE project. Centralizes scientific software, services, and datasets to foster collaboration and improve discoverability across research infrastructures.

• Architect of the repository, integration with Zenodo and GitLab
• Community building, best practices dissemination
• Support for astroparticle and high-energy physics communities

Jet Model

Multi-zone modeling of Active Galactic Nuclei (AGN) jets emissions following the two-flow paradigm. Focus on high-energy emission and physical processes in jets.

• PhD thesis research (2012–2015)
• Two-flow model development and numerical implementation
• Study of Compton rocket acceleration in jets
• Analysis of spectral energy distribution (SED)
• Published in A&A and conference proceedings