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Data Science Portfolio

My data science projects.

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Categoría: Uncategorized

agosto 30, 2025 Uncategorized

Full project: RAG (Retrieval-Augmented Generation) II

Optimizing Document Retrieval for RAG Systems: Enhancing the Search Process for SMEs Using Metadata and PGVector For small and medium-sized businesses (SMEs) in Spain, accessing up-to-date, trustworthy information on government grants and financial support is essential. One effective way to help SMEs navigate this complex landscape is through a Retrieval-Augmented Generation (RAG) model. In this project, I used a specialized resource, the Plataforma Pyme guide to government grants, as the source for a RAG system

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Categorías

  • Classification
  • Clustering
  • Deep Learning
  • NLP
  • Recommender Systems
  • Retrieval augmented generation
  • statistics
  • Time Series
  • Uncategorized
  • Visualization

Entradas recientes

  • Full project: RAG (Retrieval-Augmented Generation) II
  • Full project: RAG (Retrieval-Augmented Generation) I
  • Using NLP to Create a Recommender System
  • Using Scikit-Surprise to Create a Simple Recipe Collaborative Filtering Recommender System.
  • Forecasting Time Series with Auto-Arima
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