À propos de Jonas
Senior fullstack developer with 15+ years of technical expertise in the fields of data analysis & visualization, web application engineering, machine learning and AI.
- Deep experience of software engineering with Python, including Pandas, Numpy, scikit-learn, matplotlib, FastAPI, PyTorch, Django, transformers, diffusers.
- Strong knowledge of web application development with HTML, CSS, Javascript, Typescript, including React, Vue, Angular, Next.js, TailwindCSS.
- Expertise in SQL databases and NoSQL databases including Redis, Elasticsearch, MongoDB.
- Ability to deploy systems to production in containerized solutions with Docker, and/or on cloud platforms (Kubernetes, AWS, S3).
- Experience with developing ML/AI models (RAG, LangChain, Vector Databases, LLMs, Yolo, HuggingFace).
Data science, Machine Learning & Deep Learning
- Machine learning, statistical analysis, predictive modeling
- Data preparation and transformation
- Pytorch model integration
AI & LLMs
- LLM integration
- Prompt engineering
- NLP and information extraction
- Signal and audio processing
- RAG implementation
Software Engineering
- Frontend and backend development
- Database management and optimization
- Architecture and containerization
- Server administration
- Web scraping and data extraction
- Custom script development
- API integration and development
Français
Bilingue ou natif
Anglais
Bilingue ou natif
Espagnol
Notions
En télétravail uniquement
Travaille majoritairement à distance
Expériences
- INRIATech Leadjanvier 2023 - Aujourd'hui (3 ans et 5 mois)Rennes, FranceProject manager and engineering lead for INRIA’s Defense and Security (D&S) department. I develop state of the art AI research for defense applications, and I contribute to the development of algorithms, models and tools, mostly in the fields of information mining, natural language processing, deep learning and cyberdefense. I also lead a team of engineers, manage applied research projects with the Defense ministry, and setup best practices for software development and project management.
- INRIAResearch Engineerseptembre 2015 - décembre 2022 (7 ans et 3 mois)Saclay, FranceResearch engineer for Inria (France's national research institute for computer sciences). I develop web applications for data analysis and visualisation, building rich and interactive UIs, as well as AI and ML algorithms for data processing.
- XeroxSoftware Engineerseptembre 2014 - septembre 2015 (1 an)Poole, England, United KingdomSoftware engineer building a virtual agent that uses machine learning algorithms to solve problems and find the most relevant information and solutions for call center operators.
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Formations
- Diplôme d'ingénieur en informatique et mathématiques appliquéesENSEEIHT - Ecole Nationale Supérieure d'Electrotechnique, d'Electronique, d'Informatique, d'Hydraulique et des Télécommunications2009
- Master recherche en intelligence artificielleUniversité Paul Sabatier (Toulouse III)2009