Marcio Fonseca
Machine Learning Engineer at Câmara dos Deputados
Brasília, Federal District, Brazil
Summary
👤
Senior🎓
Top SchoolMarcio Fonseca is a Machine Learning Engineer with 11 years of experience combining production software engineering and academic research, currently applying generative and classical ML techniques to legislative problems at Brazil’s Chamber of Deputies. He holds a PhD in NLP from the University of Edinburgh, where his work under Prof. Shay Cohen deepened expertise in language models and cognitive approaches to text. Marcio’s career spans roles as a software architect and engineering lead, giving him a rare blend of systems design, team mentoring, and hands-on model deployment in public-sector settings. He has a track record of analyzing parliamentary data and building legal text classification systems that inform policy insights. Comfortable moving between research and production, he also brings entrepreneurial experience from founding a tech startup and practical AI training from a Udacity autonomous-systems nanodegree.
11 years of coding experience
14 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at The University of EdinburghBachelor of Science (BS), Computer Engineering, Bachelor of Science (BS), Computer Engineering at Instituto Militar de EngenhariaSelf-Driving Car Engineer Nanodegree, Artificial Intelligence, Self-Driving Car Engineer Nanodegree, Artificial Intelligence at UdacityHigh School, High School at Colégio de Aplicação da UFRJ
English, Portuguese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (76)
transformers10
python10
deep-learning10
gemma10
glm10
representation-learning10
multimodal10
audio10
transformer10
nlp10
chatbot10
tensorflow10
natural-language-processing10
pytorch10
machine-learning-models10
Programming languages (10)
Github contributions (5)
fonsc/colabrtc
May 2020 - Jul 2021
Media streaming to Google Colab instance via WebRTC.
Contributions:13 commits, 1 PR, 10 pushes in 1 year 2 months
google-colabwebrtc
thefonseca/car-nanodegree
Dec 2016 - Sep 2017
Contributions:47 commits, 67 pushes, 1 branch in 9 months
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