Guilherme Hathy
Data Lead
Paraná, Brazil
Summary
👤
Senior🎓
Top SchoolGuilherme Hathy is a Data Lead and Machine Learning specialist with nine years of experience building production ML systems, MLOps pipelines and large-scale ETL processes across startups and insurance tech. He has led multidisciplinary teams to deliver recommendation engines, daily web-scraping pipelines aggregating news from 10k+ sources, OCR and speech-to-text solutions, and sentiment analysis platforms while driving cloud migrations to AWS. Comfortable across Python, R, JavaScript and both SQL/NoSQL databases, he combines hands-on engineering with product-focused metrics that cut operational times dramatically (e.g., reducing a delivery pipeline from 20 to 2 hours). Currently pursuing a master’s in Numerical Methods with research on Interpretable AI, Guilherme blends strong statistical foundations with pragmatic system design. Colleagues describe him as communicative and results-oriented, able to embed agile practices like Scrum to scale data-driven decision making. An often-overlooked strength is his end-to-end fluency—from web crawlers and queue management to model deployment—allowing him to bridge research, engineering and business impact.
9 years of coding experience
6 years of employment as a software developer
Web Design Webmaster, Web Design Webmaster at Microcamp TecnologyMaster's degree Numerical Methods, Master's degree Numerical Methods at Universidade Federal do Paraná
Github Skills (1)
mat2
Programming languages (1)
Github contributions (5)
guilhermehathy/Stats4Health
Dec 2017 - Mar 2022
Contributions:7 commits, 6 pushes, 1 branch in 4 years 4 months
guilhermehathy/pyrmachines
Sep 2023 - Apr 2024
Contributions:2 PRs, 5 pushes, 1 branch in 7 months
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