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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Public SponsorAchievement: QuickdrawAchievement: Pull Sharkx3Achievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Public SponsorAchievement: QuickdrawAchievement: Pull Sharkx3Achievement: Starstruckx2Achievement: Arctic Code Vault Contributor

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@gemoc

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Skinz3/README.md

Marius Lumbroso

Backend Architect | MIR Researcher

I am a software architect and developer with over eight years of experience engineering resilient, cloud-native systems and data-processing pipelines. My core expertise lies in C#/.NET, Python, and JavaScript, with a specialized focus on machine learning and digital signal processing.

Currently, I am the founder and lead architect behind Ivory, an advanced piano transcription tool. My primary work involves researching and developing proprietary Artificial Intelligence models dedicated to Music Information Retrieval (MIR). These neural networks engineered and trained entirely from scratch are designed to solve complex polyphonic transcription challenges, converting raw piano audio into highly accurate, editable music notation.

Beyond engineering, I run Ivory end to end: negotiating licensing agreements with major music publishers, structuring IP and equity matters, and managing legal, financial and growth operations. Comfortable operating where technology, intellectual property and commercial strategy meet.

Ivory: Automatic music transcription

Ivory App Interface
ivory-app.com

Languages

C Sharp Badge Python Badge JavaScript Badge

Technologies & Frameworks

.NET Pytorch Vue GitAction Node Firebase SFML Badge Unity Badge XAML Badge Git Mongo MySQL SQLite Badge RabbitMQ Badge Docker Badge Apache Badge D3.js Badge Visual Studio Badge Visual Studio Code Badge

Contact

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