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Training models and building products
🏃‍♂️
Training models and building products
  • Computational Systems Biology Laboratory (CSBL)
  • São Paulo - Brazil
  • LinkedIn in/matheusfvesco

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matheusfvesco/README.md

Typing SVG


Social Media:

LinkedIn URL Kaggle URL

Technologies and Tools:

Apache Spark URL Google Cloud Postgresql URL Python URL Pandas URL Polars URL Pytorch URL Scikit Learn URL Fastapi URL Docker URL LLMs Git URL Linux URL Bash URL Arduino URL

About me:

  • 👋 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.

CVs and IDs:

Orcid URL Researchgate URL

Pinned Loading

  1. dotfiles dotfiles Public

    My own Dotfiles, made with simplicity in mind

    Shell

  2. baby-face-anonymizer baby-face-anonymizer Public

    An end to end project for ingesting, annotating, training and deploying a model for anonymizing baby faces

    Python

  3. vcf-explorer vcf-explorer Public

    Code for annotating and exploring VCF files

    Python 2

  4. devcontainer-templates devcontainer-templates Public

    Dev containter templates, including the only GPU focused templates available

    Shell 8 3

  5. pytorch-studies pytorch-studies Public

    A collection of Jupyter notebooks designed to help me (and others) learn PyTorch and check my learning through practical exercises and projects

    Jupyter Notebook