Danilo S. Carvalho, Ph.D. Research Associate - Artificial Intelligence / NLP


Danilo Carvalho is a Research Associate at the Department of Computer Science at the University of Manchester, working on Safe and Explainable Artificial Intelligence (AI) architectures.

He holds a Ph.D. in Information Science from Japan Advanced Institute of Science and Technology (JAIST), having worked as a systems analyst within Brazilian state oil company (Petrobras) on job safety analysis (JSA) and environmental licensing control systems, followed by several scientific and technological projects in the fields of Artificial Intelligence, Computational Linguistics and Information Systems, such as Graphia (semantic relation extraction), EasyESA and TDV (semantic representation), R2NC (legal QA), among others.

Interest/Research Areas

General Areas:

  • Computational Linguistics / Natural Language Processing
  • Artificial Intelligence
  • Data Science
  • Software Engineering

Specific Areas

  • Explainable AI
  • Open Information Extraction
  • Semantic Representation
  • Patent / Bibliographical Databases
  • Language Models
  • Parallel and Distributed Computing
  • Information Systems Modeling

Academic Info

Previous Industry Experience:

  • Computer Programmer / Systems Analyst, Electronic Computing Center (UFRJ) - Software development for the Energy Distribution sector and Oil Industry (Plant simulation, HR planning).
  • Computer Programmer / Systems Analyst, Hartmann IT (LLC) - Software development for the Oil Industry (Job Safety Analysis, environmental licensing).

Academic Advisory


  • Eric Ferreira dos Santos – Online Social Media Analysis, Media Literacy (co-supervision with Prof. Jonice Oliveira), 2020.


  • João Pedro Gandarela de Souza – Natural Language Processing (co-supervision with Prof. João Carlos Pereira da Silva), 2021.
  • Karen Torres Teixeira, Andre Felipe de Paiva Cardozo – Natural Language Processing (co-supervision with Prof. João Carlos Pereira da Silva), 2018.
  • Raul Bezerra Barbosa – Natural Language Processing (co-supervision with Prof. João Carlos Pereira da Silva), 2015.

Reviewer & PC Memberships:

  • ACL ARR (late 2021 - 2022)
  • PC member ERSI-RJ 2021
  • PC member ICCCI 2020 (Special Session on Deep Learning and Applications for Industry 4.0)
  • PC member KSE (2018 - 2020)
  • PC member FATES (2019)
  • Data & Knowledge Engineering (2017)
  • LNAI (2017)
  • PC JURISIN (2015, 2016)


See my list of publications.