- 👋 Hi — I’m Matheus Farinaro Vesco. I work as a Data Scientist at Instituto Todos pela Saúde (ITpS) and I am a Master's student at Faculdade Israelita de Ciências da Saúde Albert Einstein (FICSAE). I'm also a member of the Computational Systems Biology Laboratory (CSBL-BR).
- What I do:
- Data Analysis & Modeling — developing statistical models and machine-learning solutions to inform decisions and product metrics.
- Applied Data Engineering — building scalable ETL/ELT pipelines with Python and advanced SQL for robust data transformation and quality assurance.
- Model Operationalization — deploying predictive models and metrics into production via RESTful APIs (FastAPI/Flask) with OpenAPI/Swagger documentation.
- Cross-functional Collaboration — integrating data services with back-end/front-end systems and maintaining technical documentation for reproducible workflows.
- LLM Implementation — engineering language-model pipelines for automated data parsing, information extraction, and advanced text-processing services.
- Core skills: Python, PyTorch, Spark, SQL, FastAPI, Docker, ETL/ELT, Machine Learning, Deep Learning, LLMs, Data Visualization, Statistics.
- 📫 Reach me on LinkedIn or view projects on Kaggle.
🏃♂️
Training models and building products
Data Scientist @ Instituto Todos pela Saúde (ITpS) | Master's student @ Faculdade Israelita de Ciências da Saúde Albert Einstein (FICSAE) | Member of @csbl-br
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Computational Systems Biology Laboratory (CSBL)
- São Paulo - Brazil
- in/matheusfvesco
Highlights
- Pro
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baby-face-anonymizer
baby-face-anonymizer PublicAn end to end project for ingesting, annotating, training and deploying a model for anonymizing baby faces
Python
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devcontainer-templates
devcontainer-templates PublicDev containter templates, including the only GPU focused templates available
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pytorch-studies
pytorch-studies PublicA collection of Jupyter notebooks designed to help me (and others) learn PyTorch and check my learning through practical exercises and projects
Jupyter Notebook
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