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marcosvsilva/README.md

Hello World! πŸ‘¨πŸ»β€πŸ’»

I'm Marcos Vinicius. I'm a software engineer with a master's degree in computer science in the Artificial intelligence line. Currently, I work as a Senior Software Engeneer and Machine Learning Researcher at CE&IA and Software Engineer at Softworks.

As a software engineer and developer, I work with Python, C# and Typescript languages Using Node.js, .net Core and ADO .net frameworks to build REST API's microservices and persistence layers.

As a machine learning engineer and researcher, I use machine learning models to cross-validate user data with Images, create OCR models to read documents, and use that data to create datasets for training LLM models and modeling smart FAQ components. I use computer vision technics, deep neural networks, natural language processing, data mining, and genetic algorithms.

πŸš€ Main Tech Stack

Python C# TypeScript JavaScript .Net NodeJS Django React Next JS Nuxtjs AWS Azure Google Cloud Jenkins Apache Docker Kubernetes TensorFlow PyTorch OpenCV scikit-learn Keras SciPy Matplotlib

🌐 Socials:

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πŸ“Š GitHub Stats:

Pinned

  1. resume resume Public

    Professional resume.

    TeX

  2. ElSe-adapt ElSe-adapt Public

    Adaptation of state of the art ElSe (Ellipse Selection) to the laboratory context of children.

    Jupyter Notebook

  3. cardiac-pathology cardiac-pathology Public

    Machine learning project for prediction of heart problems from pathologies.

    Python 1

  4. chest-X-Ray chest-X-Ray Public

    Machine learning algorithm focused on recognizing pneumonia patterns using deep learning using x-ray dataset.

    Jupyter Notebook 1

  5. cia-shop-service cia-shop-service Public

    Integration service between relational banks operated by ERPs and Cia Shop API to control Web operations.

    Python

  6. pupilometer pupilometer Public

    Independent design of pupillary detection and feature extraction using classical computer vision methods.

    Jupyter Notebook 1