Celso França
CAPES Scholarship PhD Student at Universidade Federal de Minas Gerais
Minas Gerais, Brazil
Summary
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Senior🎓
Top SchoolCelso França is a CAPES‑funded PhD candidate at UFMG with 11 years of experience bridging physics, computer science, and electrical engineering into applied AI research. His work focuses on Information Retrieval, NLP, and deep learning, with particular expertise in Extreme Multi-label Text Classification and Retrieval‑Augmented Generation. Celso has a track record of turning academic advances into practical solutions, having worked in systems and development roles at PUC Minas prior to his doctoral research. Based in Minas Gerais, Brazil, he combines rigorous multidisciplinary training with a practical bent toward building AI systems that scale to real-world text problems.
11 years of coding experience
1 year of employment as a software developer
The Pontifical Catholic University of Minas Gerais
Portuguese, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (200)
language-model10
sentence10
nearest-neighbors10
neural-network10
nlp10
sentence-embeddings10
pubmed10
data-science10
roberta10
amazon10
bert10
speech-recognition10
sentence-similarity10
python10
tensorflow10
Programming languages (12)
Github contributions (5)
celsofranssa/TeCBench
Jul 2021 - Jan 2023
Text Classification Benchmark based-on Fine-tuned Transformer
Contributions:55 commits, 60 pushes, 6 branches in 1 year 6 months
pytorchnlptransformersbertdeep-learning
celsofranssa/LightningPrototype
Jul 2021 - Oct 2023
Contributions:2 PRs, 26 pushes, 3 branches in 2 years 3 months
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