Marcelo Machado
Professor at Universidade Federal de Juiz de Fora
Minas Gerais, Brazil
Summary
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Senior🎓
Top SchoolMarcelo Machado is a computer scientist and professor at the Federal University of Juiz de Fora with a decade of professional experience spanning academic research and industry R&D. He holds a PhD in Informatics and has driven applied AI and knowledge engineering research at IBM Research, focusing on knowledge graphs, representations and interfaces that support domain experts and business processes. His background blends hands-on software engineering—APIs, web and mobile apps, and semantic annotation for noisy ASR transcripts—with scholarly work in multimedia, hypermedia and educational technologies. Based in Minas Gerais, Brazil, he brings a practical appreciation for production systems informed by research rigor, and has a track record of translating NLP and semantic technologies into deployable solutions.
10 years of coding experience
11 years of employment as a software developer
Master in Computer Science, Multimedia and Hypermedia System, Master in Computer Science, Multimedia and Hypermedia System at Federal University of Juiz de ForaAprendiz em Eletroeletrônica, Aprendiz em Eletroeletrônica at SENAIPhD, Informatics, PhD, Informatics at Federal University of the State of Rio de JaneiroBacharelado, Ciências Exatas, Bacharelado, Ciências Exatas at Universidade Federal de Juiz de Fora
English, Spanish, Portuguese
Stackoverflow
1,257reputation
247kreached
29answers
14questions
Github Skills (82)
python10
conceptnet10
pydantic10
chatgpt10
ai10
generative-ai10
gemini10
typescript10
nodejs-library10
rdf10
sparql10
langchain10
open-source10
llm10
openai10
Programming languages (8)
Github contributions (5)
marcelomachado/prey_predator_to_adaptive_curriculum_sequencing
Aug 2017 - Mar 2021
Contributions:64 pushes, 3 branches, 2 tags in 3 years 7 months
marcelomachado/marcelomachado
Nov 2020 - Sep 2025
Contributions:10 pushes, 1 branch in 4 years 11 months
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