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smes

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Sistema completo de predicción de ventas para PYME que combina modelos de Machine Learning (XGBoost y Prophet), una API REST documentada y dashboards interactivos en Power BI. Desarrollado como TFG, el sistema permite a una pequeña empresa predecir sus ventas futuras tanto a nivel de pedido individual como en series temporales.

  • Updated Jun 4, 2026
  • Python

This research aims to investigate the processes, tools, and frameworks that can empower SMEs to adopt and utilize advanced digital technologies effectively. By focusing on their specific needs, this study will explore pathways to improving analytical capabilities and fostering data-driven innovation. Research Proposal RP

  • Updated Nov 30, 2024
  • Jupyter Notebook

MicroLedger-Synth is a generative framework for creating high-fidelity synthetic financial data tailored to Small and Medium Enterprises (SMEs) in emerging markets. Existing synthetic data generators often lack the nuances of informal economies—such as heavy reliance on mobile money (M-Pesa, Telebirr), seasonal agricultural cash flows, and localize

  • Updated Apr 9, 2026

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