Gustavo Felipe
Senior Machine Learning Engineer at Canva
Vienna, Austria
Summary
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Senior🎓
Top SchoolGustavo Felipe is a Senior Machine Learning Engineer with nine years of experience building production-grade AI systems spanning computer vision, speech, and NLP, currently driving ML at Canva. He has led the design and deployment of high-throughput biometric and identity-verification pipelines that serve millions of users and reduced latency through edge-to-cloud model optimization. Gustavo combines hands-on expertise in TensorFlow, PyTorch, ONNX and TensorRT with cloud-native deployment (AWS, Docker, Ray) to deliver scalable, low-latency solutions and has shipped embedded ASR and keyword-spotting systems integrated into consumer devices. Academically active, he is pursuing a Ph.D. with research in pre-clinical enteric nervous system imaging, applying novel deep learning methods to biomedical datasets. He’s equally comfortable re-architecting legacy production services and mentoring teams on modern ML practices, and has a track record of launching multiple AI products that produced measurable business impact. Based in Vienna, he’s passionate about translating cutting-edge research into robust, real-world AI products.
9 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Inteligência Artificial, Doctor of Philosophy - PhD Inteligência Artificial at Università degli Studi di PadovaDoutorado Ciência da Computação, Doutorado Ciência da Computação at Universidade Estadual de Maringá
German, Italian, English, Portuguese
Github Skills (11)
python9
tensorflow9
machine-learning9
deep-learning9
neural-network8
deep-neural-networks7
ml7
semantic-segmentation4
ai3
testing2
instance-segmentation2
Programming languages (4)
Github contributions (5)
gustavozf/EGC_Z_dataset
Mar 2020 - Oct 2021
Contributions:1 release, 5 commits, 1 tag in 1 year 6 months
gustavozf/seg-lib
Sep 2024 - Jul 2025
A lightweight image segmentation library.
Contributions:2 releases, 5 PRs, 6 pushes in 9 months
aicell-segmentationdeep-learninginstance-segmentationmachine-learning
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