# Thomas Martinet — Full CV (LLM-friendly)

URL: https://thomasmartinet.fr/
Location: Belfort, France
Languages: French (native), English (fluent)
LinkedIn: https://www.linkedin.com/in/thomas-martinet-3b81a663/
GitHub: https://github.com/hankerspace
Company: ISARA Technologies — https://www.isaratech.com
Research lab: UTBM — CIAD Laboratory — https://www.utbm.fr/

## Summary

Thomas Martinet is a senior fullstack software developer and AI research
engineer with 17+ years of experience (since 2008). He specializes in 3D,
AI (LLMs, RAG, multi-agent systems, knowledge graphs, ontologies),
simulation, and digital twins. He is the CEO and lead developer of
ISARA Technologies (founded 2018), a teacher and research engineer at
UTBM (CIAD laboratory), and a published researcher on agent-based
simulation.

## About

Research Engineer at the CIAD laboratory (UTBM), specialized in
artificial intelligence, ontologies, large language models and
multi-agent systems. Designs, prototypes and ships AI-driven systems:
LLM-based agents, RAG pipelines, knowledge graphs, ontology-driven
reasoning, and agent-based simulation.

Builds production-grade AI features end to end: model integration,
retrieval and vector stores, prompt and agent orchestration, evaluation,
and the surrounding 3D / fullstack tooling. Also teaches software
development and software conception at MSc level, and supervises applied
AI research projects.

In 2018 founded ISARA Technologies to bring AI & 3D expertise to
industry, while continuing research and teaching at UTBM (CIAD).

Also a Firefighter Officer specialized in information and communication
systems.

## Experience

### CEO & Lead Developer — ISARA Technologies SAS (2018 — present)
Belfort, France. Software development and consulting company specialized
in 3D, VR, AI and data science.
- Unreal Engine plugins (https://www.isaratech.com)
- HORUS — next-generation supervisory system for firefighters'
  operations (https://www.gohorus.fr)

### IT Development & Research Engineer / Teacher — UTBM (CIAD Laboratory) (2014 — present)
Belfort, France. MSc Computer Science teacher and lead developer on
multiple research projects.

Teaching (MSc Computer Science): CP41 (IoT), EN51 (C++/QT), LO27 (C/Java),
LO21 (C/Java basics), LP24 (Advanced C), LO44 (Java basics), IFB2 (C basics),
TR54 (Advanced Java).

Research projects:
- FLO — railway/environment 3D generation, train simulation with real
  electronics. Developer.
- ASTRES — railway 3D generation & simulation. Lead developer.
- COLLEAG — real-time routing algorithm for car-sharing. Lead developer.
- TFA — autonomous train simulation with real train electronics.
  Lead developer.
- V&V Tools — virtual train desk conception & simulation. Lead developer.
- AVIG — autonomous virtual image generator feeding an image-analysis
  AI. Lead developer.
- H2020 ReDREAM — European research project empowering consumers to
  influence energy use. Lead developer & project manager.
- Belfort E-START — digital twin of a photovoltaic plant with Li-ion
  batteries and hydrogen storage. Project manager.
- Partage Solaire — web app to manage energy communities. Developer &
  project manager.

### Teacher — CNAM (2017 — 2024)
Belfort, France. BSc to MSc Computer Science teacher.
Courses: UTC503 (Programming paradigms), NFP121 (Advanced programming),
NFE103 (Software conception & architecture).

### Development Engineer — Bossland GmbH (2014 — 2016)
Remote, Germany. Game development in C++ and C#. Library injection
problematics and AI-based algorithms.

### Fullstack Developer / Administrator — SHPS (2012 — 2018)
Remote, France. File hosting, server management and peer-to-peer
communication. Designed and built (devops included) a file-sharing
architecture using the torrent protocol.

### Software Developer — HUOT (2008 — 2010)
Remote, France. COBOL to Java software migration for a hydraulic
fittings factory.

## Skills

Back end: Java, Kotlin, C++, C#, C, Python, Node.js, VB.NET, Spring Boot,
REST APIs, GraphQL, WebSockets, MQTT.

Front end: HTML/CSS, JavaScript, TypeScript, React, Vite, PWA, Tailwind
CSS, JavaFX, Qt, WebGL, Three.js, Canvas/WebCodecs.

3D & simulation: Unreal Engine, Unity, OpenGL, VR/AR, digital twins,
agent-based simulation, 3DS/STL import, procedural generation, real-time
rendering, physics.

AI & data: LLMs, RAG, multimodal RAG, knowledge graphs, agent-based
modeling, computer vision, machine learning, neural networks, XGBoost,
NumPy, PyTorch, scikit-learn, data science, time series, prompt
engineering, vector databases.

Embedded & IoT: Raspberry Pi, ESP32, Arduino, MQTT, sensors (SCT013),
bus sniffing, firmware, energy monitoring, hardware integration.

DevOps & tooling: Linux, Docker, CI/CD, GitHub Actions, Git, Gradle,
Maven, npm/pnpm, Sentry, server administration, P2P/Torrent, Nginx.

Databases: PostgreSQL, MySQL, SQLite, MongoDB, Redis, vector stores,
Neo4j.

Conception & methodology: software architecture, UML, domain-driven
design, microservices, plugin systems, event-driven, Agile/Scrum,
project management, technical writing.

Personal: communication, organization, team player, creativity, social,
teaching/mentoring, R&D mindset.

## Research — Selected publications

1. Outay F., Galland S., Abbas-Turki A., **Martinet T.**, Lombard A.,
   Gaud N. (2023). Addressing hazardous weather conditions on Middle
   East highways with smart infrastructure and connected vehicles using
   agent-based simulation. *Personal and Ubiquitous Computing*,
   27(5), 1701–1716.

2. Abbas-Turki A., Galland S., **Martinet T.**, Mualla Y. (2023).
   Agent-based model and service-oriented architecture for shifting
   from consumer to prosumer e-mobility behaviors in flex community.
   *Colloque InterUT — Systèmes sûrs et durables*.

3. Gracian V. A., Galland S., Lombard A., **Martinet T.**, Gaud N.,
   Zhao H. (2024). Behavioral models of drivers in developing
   countries with an agent-based perspective: a literature review.
   *Autonomous Intelligent Systems*, 4(1), 1–20.

## Education

- MSc Computer Science — UTBM (2011 — 2014). Software Engineering
  specialization.
- BSc Computer Science — Lycée Henri Loritz (2008 — 2010). Networks
  and industrial computer science specialization.

## Beyond code

- Firefighter Officer — Service Départemental d'Incendie et de Secours
  du Territoire de Belfort (SDIS 90), since 2015. Expert in information
  and communication systems, group leader (2 to 4 firetrucks), first-aid
  trainer, deputy head of an emergency center, and offroad-certified
  firetruck driver.
- Author — "Apprenez à programmer en VB.NET", Eyrolles, 2013.
- Languages — Fluent in French and English.

## Contact

- LinkedIn: https://www.linkedin.com/in/thomas-martinet-3b81a663/
- GitHub: https://github.com/hankerspace
- Country: France