# Julien (@julien.prodhon.net)

Profile: https://sifa.id/p/julien.prodhon.net
Headline: AI & Simulation Software Engineer

## About

AI Engineer specializing in multi-agent systems and intelligent decision-support tools, with a foundation in mathematics, physics, and computer science. 

I build research-driven AI solutions that bridge theory and real-world application, from simulation platforms to predictive systems for complex mission-critical environments. 

Always looking to collaborate with teams pushing the boundaries of intelligent systems!

## Career

- **AI Software Engineer at Naval Group Far East** (Oct 2023 - Present)
  • Architected and developed a multi-agent simulation platform on ROS2, enabling scalable testing of autonomous agent behaviors for AI research initiatives (github.com/naval-group/lotusim).
  • Designed a tactical mission decision-support UI, integrating and enhancing existing mathematical models to improve clarity for end users.
  • Developed AI-driven prediction algorithms with custom UI design for Navy vessels, translating complex model outputs into actionable insights.
  • Coordinated multiple AI navigation research projects with NTU's CARTIN Lab, aligning research goals with engineering execution across cross-functional teams.
- **Research Assistant at CNRS@CREATE Ltd (Singapore)** (Oct 2021 - Dec 2022)
  Developing a new hybrid method to couple physics-based model reductions and data-based Koopman method (with neural network dictionaries) to manage simulating complex multi-parametrized dynamical systems.
- **Master Thesis Student at Centre for Quantum Technologies** (Sep 2021 - Nov 2022)
  Research on fundations of thermodynamics and irreversibility using a Bayesian formalism. Study of fluctuation relations, with comparison with computational mechanics formalism and application on Langevin equations.

## Skills

### Technical
- Artificial Intelligence (AI)
- C++
- Python
- Python (Programming Language)
- Unity
### Other
- Gazebo
- Mécanique quantique
- Physique
- Robot Operating System (ROS)
- ROS2
- Simulation numérique

## Publications

- Fluctuation relations using bayesian retrodiction: links with other fluctuation relations and the choice of reference prior in different contexts (Oct 2022) https://scholarbank.nus.edu.sg/handle/10635/236769
- Photoemission Spectra from the Extended Koopman’s Theorem, Revisited — Frontiers in Chemistry (Oct 2021) http://dx.doi.org/10.3389/fchem.2021.746735

## Education

- **National University of Singapore** — Master of Science - MS (Aug 2021 - Dec 2022)
  Master by Research. Master's thesis under the supervision of Prof Valerio Scarani on foundation of thermodynamics and irreversibility using a bayesian formalism.
- **ENSTA Paris** — Diplôme d'ingénieur (Sep 2019 - Dec 2022)
  Diplôme d'Ingénieur de l'ENSTA Paris (equivalent to a Master of Sciences in Engineering). Major in Applied Mathematics. Minor in Physics.
- **Lycée Carnot** — Classes préparatoires aux grandes écoles (CPGE) (Sep 2017 - Jun 2019)

## Languages

- English (native)
- French (native)
- Spanish (limited working)

## Links

- linkedin: https://www.linkedin.com/in/julienprodhon
- GitHub: https://github.com/julienprodhon
- Codeberg: https://codeberg.org/julienprodhon
- ORCID: https://orcid.org/0000-0002-3802-1224