Matheus Pedroni
Data Scientist
Vinhedo, São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolMatheus Pedroni is a data scientist with eight years of experience building production-ready ML solutions, from exploratory prototypes to scalable ETL pipelines and inference APIs. He has improved forecasting and pricing models at scale—delivering 10x speedups in data processing—and has hands-on expertise in PySpark, scikit-learn, PyTorch and FastAPI. His background in molecular biology and biomedical training gives him a strong statistical mindset and an ability to translate complex data into product-focused insights for stakeholders. Recently he has been exploring LLMs and generative AI, shipping projects like llm-docsmith for automatic Python docstrings and mcp-ols to augment LLMs with regression tools. Based in Vinhedo, Brazil, he maintains a technical blog (mathpn.com) and brings a pragmatic blend of research rigor and production engineering to data-driven products.
8 years of coding experience
1 year of employment as a software developer
Mestrado Biologia Molecular, Mestrado Biologia Molecular at Universidade Estadual de CampinasBacharelado Biomedicina, Bacharelado Biomedicina at Unifesp - Universidade Federal de São Paulo
English
Github Skills (39)
data-science9
pandas9
manipulation9
python9
feed9
data-analysis9
frame9
data-structures9
rdf8
dataframes8
data-manipulation8
image8
image-processing7
opml7
ide7
Programming languages (4)
Github contributions (5)
mathpn/battleship
Jan 2018 - Apr 2022
Contributions:11 pushes, 1 branch in 4 years 3 months
mathpn/listme
Dec 2022 - Dec 2024
Keep track of your code comments with ease
Contributions:9 releases, 20 PRs, 81 pushes in 2 years
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