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victorgcapone/README.md

About Me

Hi, my name is Victor, I am a Brazilian software developer, I work mainly with Java for back-end applications such as Rest API and Micro-services architectures. I am also interested in Python for Data Science and Machine Learning.

I see software development as more of a craft than a science and I like to think of myself as more of an inventor than an engineer or architect.

🔧 Currently working on: developing an automated document analysis tool to extract information from real estate deeds using Machine Learning, specifically Transformer models

📚 Currently learning: I am currently studying Micronaut, a light-weight Spring-like framework built with micro-service development in mind.

⭐ Some of what I consider my best work:

  • Generic CRUD
    • A generic, extensible CRUD API that allows one to add new REST resources collections by implementing only the business logic
    • It uses Micronaut's AOT-compilation and introspection capabilities, along with some clever REST URI's to automatically load and execute the relevant code for the resource
  • E2E Machine Learning
    • A toy example of an end-to-end machine learning pipeline that uses Luigi, Tensorflow and Flask to serve a simple prediction API based on a Neural Network
  • Data Science
    • My notebooks with some studies on datascience, mostly me experimenting with a few concepts and ideas before diving into actually learning them
    • This is highly experimentational, don't expect a lot of mathematical rigor or even correctness

📮 Contact Me:

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  1. generic-crud generic-crud Public

    A generic, extensible CRUD API written in Micronaut

    Java

  2. e2e-machine-learning e2e-machine-learning Public

    A toy example of an E2E Machine Learning system, from data gathering to a REST API for predictions

    Jupyter Notebook

  3. datascience datascience Public

    Repositório com meus estudos de data science

    Jupyter Notebook 1

  4. projecteuler projecteuler Public

    My solution to the project Euler problems

    Python