Felipe Soares
Scholar

Felipe Soares

Google Scholar ID: CpoLIOoAAAAJ
Senior Research Scientist - NVIDIA
Computer ScienceNatural Language ProcessingMachine TranslationMachine Learning
Citations & Impact
All-time
Citations
1,126
 
H-index
15
 
i10-index
19
 
Publications
20
 
Co-authors
6
list available
Resume (English only)
Background
  • Holds a Ph.D. in Engineering with a focus on Machine Learning.
  • Currently working as a Senior Research Scientist at NVIDIA.
  • Current research focuses on alignment of Large Language Models (LLMs).
  • Previously focused on Multilingual Natural Language Processing for low-resourced BioNLP languages (e.g., Spanish and Portuguese).
  • Has worked on Biomedical Machine Translation, particularly Neural Machine Translation and parallel corpora acquisition.
  • Also engaged in general Biomedical Text Mining tasks such as classification and Named Entity Recognition (NER).
  • Previously conducted data mining in the Chemical domain, specifically Chemometrics, developing feature selection methods to reduce the number of wavelengths in spectroscopy techniques.