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)
vp-tree10
transformers10
sentence10
python10
deep-learning10
self-attention10
gpu10
gemma10
clustering10
glm10
representation-learning10
keyword-extraction10
pretrain10
multimodal10
audio10
Programming languages (13)
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
text-classification
celsofranssa/LightningPrototype
Jul 2021 - Oct 2023
Contributions:2 PRs, 26 pushes, 3 branches in 2 years 3 months
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