# Ingrid Pires Macedo Oliveira dos Santos

> Researcher / author (OpenAlex)

**Wikidata**: [openalex:A5042540493](https://www.wikidata.org/wiki/openalex:A5042540493)  
**Source**: https://4ort.xyz/entity/ingrid-pires-macedo-oliveira-dos-santos