About Silvia
RAG-focused AI Developer helping organizations turn large document collections into usable knowledge.
I work especially with small institutions to automate document analysis and intelligent search using RAG pipelines and AI agents.
My solutions combine Python, multimodal AI, and agent-based RAG workflows that are efficient, scalable, and easy to maintain.
I aim to deliver practical AI that produces clear and trustworthy results.
French
Native or bilingual
Spanish
Native or bilingual
English
Fluent
Italian
Conversational
Remote only
Primarily works remotely
Experience
- Independent ProfessionalAI & Python Developer | RAG Google CloudNovember 2025 - Today (7 months)● Developed a multimodal RAG system using Python and FastAPI, integrating semantic retrieval with FAISS, embeddings, and modular agents.● Built ingestion pipelines for text and multimodal content using Vertex AI / Gemini.● Designed the complete intelligent workflow — intent classification, question rewriting, retrieval, and answer generation — using LangGraph.● Implemented secure integration with Google Cloud through service accounts, IAM policies, and Secret Manager.
- Idearium.euAI EngineerJanuary 2025 - November 2025 (10 months)● Development of an automated system for extracting urban planning data from scanned PDFs using multimodal models.● Implementation of RAG (Retrieval-Augmented Generation) to generate structured outputs in JSON or Excel.● Configuration of storage buckets, API key management, and cost monitoring setup in Google Cloud.● Development of a RAG (Retrieval-Augmented Generation) system with embedding-based retrieval and AI for querying extracted information.● Programming tools: Python, Google Cloud, Colab, GitHub, Hugging Face, FastAPI, FAISS.
- ZelenzaAI DeveloperSeptember 2024 - December 2024 (3 months)● Data preparation and processing for the implementation of generative AI APIs, with data adaptation for precise instructions.● Testing and validation of models in Azure Studio and Vertex (Google Cloud).● Programming tools: Python, Colab, Jupyter, Git, Visual Studio Code.
Recommendations
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- Specialization in Artificial IntelligenceTokio New Technology School2024Specialization in Artificial Intelligence
- Classify Images with TensorFlow on Google CloudGoogle Cloud Skills Boost2024