Bruno Belloni
Brasil, Italy
Summary
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SeniorBruno Belloni is a Senior Backend Software Engineer with 10 years of experience, currently building scalable Python-based services at Vurdere using FastAPI, asyncio, Docker and AWS components like Personalize and OpenSearch. He combines solid production engineering—spanning Python 2→3 migrations, Flask, Java, and Typescript—with a research-driven background in computer vision and deep learning from Embrapa and ongoing Master’s studies at UFRGS. His work bridges ML-informed feature pipelines and traditional backend systems, evidenced by hands-on experience deploying search, caching, and recommendation services in cloud environments. Comfortable maintaining legacy code and driving new platform development, he pairs pragmatic API design with interest in reinforcement learning and image processing. Based in Rio Grande do Sul, Brazil, Bruno brings both academic rigor and production discipline to projects that require turning ML research into reliable backend services.
11 years of coding experience
Github Skills (58)
openai-api10
convolutional-neural-networks10
windows10
linux10
keras10
deep-learning10
dynamodb10
deep-neural-networks10
neural-network10
object-detection10
computer-vision10
yolov410
data-science9
chatgpt9
pytorch9
Programming languages (7)
Github contributions (5)
brunobelloni/binary-to-coco-json-converter
Jan 2021 - Sep 2022
Convert segmentation binary mask images to COCO JSON format.
Contributions:8 commits, 7 pushes, 1 comment in 1 year 8 months
segmentationmscoco-datasetdetectron2
brunobelloni/image-system
Jul 2018 - Jan 2021
Contributions:75 pushes, 1 branch in 2 years 6 months
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