Freelancer profile translated to English.
Back to original languageAbout Martin
Epitech graduate, passionate about AI/ML system design and currently an AI engineer at the Holobiomicslab of the CNRS, I help you design or implement AI solutions.
🔍 Areas of expertise:
Design and implementation of AI solutions based on NLP or Vision: chatbots, autonomous agents, voice or visual recognition, and integration of models on the cloud.
🛠️ Experience:
Open-source AI maintainer:
I am the creator and maintainer of AgenticSeek, an open-source and local alternative to ManusAI, with 15,000 stars on GitHub.
AI/ML Engineer – Holobiomicslab of the CNRS Nice:
Currently an AI engineer at the CNRS, I am working on the implementation of next-generation agentic AI systems for scientific research.
AI/ML Engineer – Lab IA Alten Rennes:
I worked on a research project using LLMs to control intelligent agents by voice in a multi-agent environment.
AI/ML Engineer - Woodetect:
Development of a sound classification model with PyTorch for an autonomous sensor device fighting deforestation, as well as a chatbot for the website.
🎓 AI Study:
At Feng Chia University (逢甲大學) (Taiwan), a university chosen specifically for its courses, I took courses in optimization, computer vision, NLP, etc., which were added to the skills obtained through my Epitech curriculum.
🚀 I am ready to apply my skills and passion for AI to your project. Ready to contribute to its success with my solid knowledge.
French
Native or bilingual
English
Fluent
Spanish
Conversational
Chinese
Conversational
Remote only
Primarily works remotely
Experience
- Centre National de la Recherche ScientifiqueAI Engineer - CNRSRESEARCHMay 2025 - Today (1 year and 1 month)Nice, FranceDevelopment of agentic architectures: models capable of autonomous reasoning and interaction with complex environmentsResearch optimization: tailor-made solutions adapted to the specific needs of the academic worldCross-functional collaboration: working with multidisciplinary teams (researchers, engineers, business experts)Full-stack approach: from algorithmic design to integration into existing scientific workflows
- AltenR&D Engineer in NLP/LLMDIGITAL AND ITMarch 2024 - August 2024 (6 months)Rennes, FranceLLM optimization for robotic agent voice control: evaluation and benchmarking of models on specific intent recognition tasks.Applied research: implementation of model adaptation techniques (fine-tuning, prompt engineering) to improve robustness to noisy voice commands.Complete pipeline: text/audio data pre-processing, integration with robotic APIs, and validation on industrial use cases.Collaboration with a multidisciplinary team (AI researchers + robotics engineers).
- WoodetectLead Machine Learning EngineerINTERNET OF THINGS (IOT)March 2022 - February 2024 (1 year and 11 months)Paris, FranceDesign and optimization of a Deep Learning model (PyTorch) capable of classifying sounds among 10+ classes by analyzing spectrograms.Full-stack integration:Audio stream retrieval from IoT devices (Python backend).Generation of automated alerts to a web dashboard for results visualization.Data collection automation:Development of a scraping and pre-processing pipeline (YouTube → cleaned and labeled audio dataset).
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Education
- Master of Computer ScienceEPITECHDiplômé d’une formation rigoureuse en informatique, axée sur une pédagogie innovante par projets et un travail en autonomie. Cette approche m’a permis de développer une solide maîtrise technique et une capacité d’adaptation aux défis complexes. Compétences techniques acquises : Maîtrise approfondie des langages C, C++, Python et techno fullstack frontend/backend/mobile au cours des trois premières années, avec une mise en pratique sur des projets concrets. Projet de fin d’études (EIP) : Conception et développement en équipe d’une solution innovante en intelligence artificielle: woodetect, démontrant ma capacité à livrer des projets d’envergure à fort impact. Mobilité internationale : Année d’échange à la prestigieuse Feng Chia University à Taïwan, renforçant mes compétences interculturelles et ma capacité à évoluer dans des environnements variés.
- Study at Feng Chia University, TaiwanFeng Chia UniversityComputer Vision, Intelligence Artificielle, Algorithmes avancés, Optimal Control. Approfondissement en analyse spatiale et ingénierie financière, combinant rigueur mathématique et applications business.