Michael Ferranti

Software And Machine Learning Engineer at Freelance

Los Angeles, California, United States
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Summary

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Michael Ferranti is a software and machine learning engineer in Los Angeles with 11 years of hands-on experience bridging ML research, audio production, and full-stack deployment. At Soundful he designs, trains, and deploys state-of-the-art generative models—diffusion, LLMs, and LSTMs—while provisioning AWS EC2 and SageMaker endpoints to deliver production-grade music generation services and a chat-based music creation UX. He complements his engineering work with deep audio expertise as a freelance producer and former studio engineer, owning the end-to-end pipeline from composition and mixing to algorithmic composition templates. A McGill graduate in Psychology and Computer Science (3.83 GPA), Michael brings a rare combination of cognitive insight and technical rigor to user-facing ML products. He’s equally comfortable iterating model architectures as he is mastering a mix, and often translates creative production constraints into scalable ML solutions.
code11 years of coding experience
job5 years of employment as a software developer
bookPy, Computer Programming, Py, Computer Programming at King's College London
bookBachelor's degree, Psychology and Computer Science, 3.83 GPA, Bachelor's degree, Psychology and Computer Science, 3.83 GPA at McGill University
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Github Skills (74)

variants10
integrations10
unleash10
collaboration10
simplify10
feature-toggle10
feature-flags10
continuous-delivery10
sdk10
continuous-deployment10
feature-management10
launchdarkly10
capistrano10
devops10
storage-functionality9

Programming languages (10)

TypeScriptDockerfileJavaShellCSSRustCGo

Github contributions (5)

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portworx/px-docs-amp

Apr 2017 - Dec 2021

Contributions:1 PR, 3259 pushes, 1 branch in 4 years 8 months
portworxampmobile-friendly
ferrantim/unleash

Mar 2024 - Jul 2024

Open-source feature management solution built for developers.
Contributions:34 pushes in 3 months
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Michael Ferranti - Software And Machine Learning Engineer at Freelance