Giancarlo Salton
Adjunct Lecturer At UFFS at UFFS - Universidade Federal da Fronteira Sul
Chapecó, Santa Catarina, Brazil
Summary
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Senior🎓
Top SchoolGiancarlo Salton is a data scientist and NLP researcher with 11 years of experience bridging academic research and applied analytics, currently an Adjunct Lecturer at UFFS in Brazil. He holds a PhD-focused background from Dublin Institute of Technology where he worked on statistical machine translation and idiomatic expressions, and later researched memory-augmented neural language models at the ADAPT Centre. Giancarlo has transitioned research insights into industry impact as a data scientist at DIMO and through lecturing roles, combining hands-on model development with teaching and project leadership. Comfortable with both backend systems (Java EE, PostgreSQL) and advanced ML, he brings a rare mix of production engineering, academic rigor, and NLP specialization rooted in Brazilian research networks.
11 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Dublin Institute of TechnologyBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Communitary University of Region of Chapecó
Stackoverflow
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Github Skills (54)
bootstrap10
python10
machine-learning10
large-language-models10
reinforcement-learning10
deep-learning10
tensorflow10
cc10
optimization10
trading9
data-science9
encoder9
sgd9
parallel9
pytorch9
Programming languages (7)
Github contributions (5)
giancds/giancds.github.io
Sep 2016 - Jun 2019
Contributions:16 commits, 21 pushes, 1 branch in 2 years 9 months
giancds/tsf_nmt
Feb 2016 - Dec 2016
Experiments recreating the Neural Machine Translation experiments with bidirectional encoder and attention modules.
Contributions:29 commits, 44 pushes, 3 branches in 10 months
encoderneural-machine-translation
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