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Magnumja/README.md

Magnum Abreu

Computer Science · AI & Computer Vision · Full Stack Engineering

Building computer vision systems, AI-powered products and production-ready software.

Email  ·  LinkedIn  ·  GitHub


About me

Computer Science student focused on Artificial Intelligence, Computer Vision and Software Engineering.

I work across the complete development cycle — from experimentation, training and evaluation of Machine Learning models to APIs, interfaces, databases and deployment.

As an undergraduate researcher at Inovisão, I work with applied Computer Vision problems involving object detection, image processing, model evaluation and intelligent systems.

My main goal is to bridge the gap between research and real-world software, turning models and technical ideas into reliable and usable products.


Tech Stack

Languages

Python TypeScript JavaScript SQL

Artificial Intelligence & Computer Vision

PyTorch OpenCV YOLO scikit-learn TFLite

Back-end

NestJS Node.js REST APIs PostgreSQL Prisma

Front-end

React Next.js Vite Tailwind CSS

Infrastructure & Tools

Docker Git GitHub Actions


Experience

Lumma IA

Back-End / Front-End Developer · Prompt Engineer

Development of AI-driven applications, APIs, interfaces, integrations and intelligent workflows.

Inovisão

Undergraduate Researcher · Computer Vision

Applied research in Computer Vision and Machine Learning, including object detection, image processing, model evaluation and experimental development.

Prefeitura de Campo Grande/MS

Data Science Intern

Data processing and analysis, development of indicators, dashboards and software solutions supporting public-sector decision-making.

From research to production.

Pinned Loading

  1. centro-doacao-caps centro-doacao-caps Public

    Plataforma pública que conecta doadores às necessidades reais das unidades CAPS de Campo Grande/MS: mostra o que cada unidade precisa, com que urgência e como entregar. React + TypeScript no front,…

    TypeScript

  2. focuss_pomodoro_react focuss_pomodoro_react Public

    Focuss Pomodoro e uma aplicacao de produtividade feita para rodar no navegador e tambem como app desktop. O projeto usa React + TypeScript no frontend, Vite para desenvolvimento/build web e Electro…

    TypeScript 1

  3. dev_education dev_education Public

    Plataforma gratuita de curadoria e descoberta de conteúdos de programação, reunindo vídeos, documentações, artigos, exercícios e repositórios em um só lugar.

    TypeScript

  4. viacep viacep Public

    Aplicação Python para processamento em lote de CEPs utilizando a API pública ViaCEP, com normalização e validação das entradas, tratamento de falhas, retentativas em erros transitórios, exportação …

    Python