André Regino
Researcher at CTI Renato Archer
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolAndré Regino is a researcher and full-stack engineer with 10 years of experience bridging Semantic Web, NLP/LLMs and practical e-commerce systems. Currently pursuing a Ph.D. in Computer Science at Unicamp and working at CTI Renato Archer, he develops ML and knowledge-graph driven solutions to transform unstructured customer queries into personalized purchase experiences. His background includes building 30+ Magento-based e-commerce platforms, a financial control system, and multilingual knowledge-graph recommendations that improved automated answers across Brazilian marketplaces. Comfortable across the stack since age 15, he combines production engineering (PHP, Java, JS, databases) with academic rigor in Semantic Web research funded by FAPESP. Notably, he has moved teams from hardcoded responses to humanized, intent-aware dialogue generation for compatibility questions in Portuguese and Spanish.
10 years of coding experience
11 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Universidade Estadual Paulista Júlio de Mesquita FilhoDoctor's Degree, Computer Science | Semantic Web and Machine Learning, Doctor's Degree, Computer Science | Semantic Web and Machine Learning at Universidade Estadual de CampinasTechnical Course, Computer Programming, Technical Course, Computer Programming at ETEC Philadelpho Gouvêa NettoPós-graduação Lato Sensu - MBA, Data Science, Pós-graduação Lato Sensu - MBA, Data Science at Instituto de Ciências Matemáticas e de Computação (ICMC)Postgraduate Degree, Web Consulting, Postgraduate Degree, Web Consulting at Faculdade de Tecnologia de São Paulo - FATEC-SP
Portuguese, English, Spanish, Italian
Stackoverflow
11reputation
91reached
1answer
0questions
Github Skills (13)
cakephp8
cookbook8
php7
html6
twitter-bootstrap6
forms6
documentation6
magento4
composer4
database4
merchant3
google-analytics1
analytics1
Programming languages (4)
Github contributions (5)
andreregino/my-leetcode-answers
Aug 2023 - Nov 2023
Contributions:227 pushes in 2 months
andreregino/bibbase_dataset
Jan 2022 - Feb 2025
Contributions:10 pushes, 1 branch in 3 years 1 month
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