Freelancer profile translated to English.
Back to original languageAbout Jérémie
AI Expertat EcoLLM, I led an agentic AI project, developing a Chrome extension integrated with ChatGPT, Mistral, and other AI services. I collaborate closely with business units to align technological solutions with strategic needs, while evaluating environmental impact for sustainable innovations.
Recognized expert in the AI field, I was notably among the experts mandated by the Ministry of Economy and Finance as part of the AI Action Summit for the evaluation of projects from the call for expressions of interest IA for Efficiency and I presented EcoLLM at the AI & Climate Summit at Salesforce in 2024.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- EcoLLMCo-founder & AI ExpertMay 2024 - Today (2 years and 3 months)Paris, France
- Project Management : Supervision of artificial intelligence solution development projects, from design to implementation, ensuring adherence to deadlines and budgets.
- AI Solution Development : Design and deployment of AI solutions to improve the efficiency of internal processes and customer services.
- Cross-functional Collaboration : Close collaboration with development, marketing, and sales teams to align technical solutions with business needs.
- CI/CD : Implementation of continuous delivery processes to optimize solution performance and ensure the required quality level for users.
- Training and Mentoring : Coaching and training new team members on AI technologies and best practices in project management.
The EcoLLM Chrome extension is currently being tested on the Chrome Web Store before being released to the public.As a technical expert at EcoLLM, I led an innovative project to environmentally evaluate the LLaMandement model. The objective was to precisely measure the carbon footprint of training large-scale LLMs.Key project points:- Deployment on Scaleway infrastructure with H100 GPUs for optimal performance
- Docker containerization for reproducibility and portability
- Integration of CodeCarbon for precise carbon footprint measurement
- Comprehensive monitoring via Weights & Biases:
- Real-time training metrics
- Energy consumption tracking
- Comparative analysis of experiments
- Access pipeline for models and datasets via Hugging Face
This achievement demonstrates my expertise in deploying eco-responsible AI infrastructures and implementing advanced monitoring solutions. The project has established important benchmarks for the energy optimization of large language models. - Elevate LabsCTO / Lead Dev / ArchitectTECHNovember 2022 - April 2024 (1 year and 5 months)Paris, FranceAs a technical architect at Elevate Labs, I led the development of an innovative proof of concept for a decentralized lending application (DeFi lending), demonstrating in-depth expertise in blockchain technologies and modern web development. Here is a detailed description of this achievement:Architecture and Technical Specification:
- Design of a decentralized architecture based on smart contracts for automated loan and collateral management
- Implementation of a collateral management system with automatic calculation of collateral ratios and interest rates
- Development of a modern and intuitive user interface with React.js, integrating best Web3 practices
- Implementation of a containerized infrastructure with Docker to ensure application portability and scalability
Infrastructure and Deployment:- Configuration of a robust production environment on Scaleway, optimized for blockchain applications
- Implementation of a microservices architecture for better modularity and maintenance
- Implementation of a complete CI/CD pipeline including:
- Automated unit tests for smart contracts and frontend
- Automated deployment via Docker
- Continuous integration with code quality verification
- Automated security tests for critical components
Technical Innovation:- Integration of standard DeFi protocols for loan and liquidity management
- Development of custom smart contracts for automated loan and collateral management
- Implementation of a real-time monitoring system for transactions and loan positions
Prototype available here: ghostnet.elevate-labs.fr
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Education
- EngineerESIEE2007AI, Data & Computer Science
- MBAHEC2019Big Data & Analytics | Entreprenariat