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.
11 years of coding experience
5 years of employment as a software developer
Py, Computer Programming, Py, Computer Programming at King's College London
Bachelor's degree, Psychology and Computer Science, 3.83 GPA, Bachelor's degree, Psychology and Computer Science, 3.83 GPA at McGill University
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