Acerca de 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.
Francés
Bilingüe o nativo
Español
Bilingüe o nativo
Inglés
Competencia profesional completa
Italiano
Competencia profesional básica
Solo teletrabajo
Lleva a cabo sus proyectos principalmente en remoto
Experiencia
- Independent ProfessionalAI & Python Developer | RAG Google Cloudnoviembre de 2025 - Hoy (9 meses)● 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 Engineerenero de 2025 - noviembre de 2025 (10 meses)● 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 Developerseptiembre de 2024 - diciembre de 2024 (3 meses)● 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.
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Formación
- Specialization in Artificial IntelligenceTokio New Technology School2024Specialization in Artificial Intelligence
- Classify Images with TensorFlow on Google CloudGoogle Cloud Skills Boost2024