Magnum Abreu

Computer Science · AI & Computer Vision · Full Stack Engineering

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

Email  ·  LinkedIn  ·  GitHub

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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.

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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

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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.