Vítor Mangaravite
Senior Data Scientist
São Paulo, Brazil
Summary
🤩
Rockstar🎓
Top SchoolVítor Mangaravite is a Senior Data Scientist based in São Paulo with 11 years of experience bridging academic research and industry practice in machine learning and data integration. He has a strong background in NLP and LLM deployment from his work at Rocketmat AI and currently applies data science at scale for financial services at Banco Itaú. His research roles at UFMG and LIAAD focused on data deduplication, master data management, active learning for record linkage, and end-to-end data architecture—skills that inform robust production pipelines. Vítor combines teaching and mentorship experience with hands-on model training and evaluation, and he has a track record of supervising research teams while shipping applied ML solutions. An under-the-radar strength is his long-running engagement with focused web crawling and information retrieval problems dating back to early research internships, which complements his expertise in structured and unstructured data.
11 years of coding experience
4 years of employment as a software developer
Bachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at Universidade Federal de Ouro PrêtoMaster’s Degree, Computer Science, Master’s Degree, Computer Science at Universidade Federal de Minas Gerais
Portuguese, English
Stackoverflow
124reputation
3kreached
1answer
7questions
Github Skills (43)
keyword-extraction10
keyword10
extraction10
nlp8
gensim8
python8
natural-language-processing8
computational-linguistics8
fasttext8
topic-modeling8
word2vec8
latent-dirichlet-allocation7
lda7
data-mining7
packaging7
Programming languages (2)
Github contributions (5)
UFMG-Database-lab/etc
Nov 2020 - Feb 2024
Contributions:85 pushes in 3 years 3 months
vitordouzi/sigtrec_eval
Sep 2017 - Dec 2018
Contributions:25 pushes, 1 branch in 1 year 3 months
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