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About the authors

  • Janelle Mae Cruz

    Janelle Cruz is a Data Quality and Knowledge Management Assistant at Devex. Her work is focused on data management and improvement of data quality and current processes of the Devex Analytics team. She holds a bachelor's degree in international studies.
  • Aminah Ann Pungutan

    Aminah Ann Pungutan works with the Devex Analytics team in Manila, where she coordinates efforts in ensuring data quality and content management, and assists in analyzing funding trends of different organizations. She has a bachelor's degree in foreign service major in diplomacy.