Skip to content
View jacklion710's full-sized avatar

Block or report jacklion710

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
jacklion710/README.md

Jacob Leone MLE & Audio Dev

Machine Learning Engineer specializing in signal and image processing, with hands-on experience developing AI-driven solutions...

Background

My expertise spans implementing computer vision algorithms, processing complex signal data, and designing ML pipelines that bridge theoretical concepts with practical applications. Building on my graduate research in AI-medical device integration, I combine strong technical capabilities in deep learning and signal processing with a commitment to creating reliable, ethical AI systems. I excel in collaborative environments where I can apply my analytical mindset to solve challenging technical problems while maintaining a user-centric approach.

Some of my technical hobbies include audio plugin development, shader programming and music production. When I'm not working on side projects I like to enjoy long hikes and yoga to ease the mind and counteract the consequences of sitting at my desk all day. I see my workspace as a sort of alter or shrine where I put forth my ideas into the world and receive knowledge in exchange.

If you set your mind to something you can achieve anything you desire.

Pinned Loading

  1. simple-gan simple-gan Public

    Experimenting with simple GAN architectures for music & audio using pytorch

    Python 1

  2. jacobleone-tech-portfolio jacobleone-tech-portfolio Public

    https://www.jacobleone.tech | A portfolio for my tech projects for sharing with potential employers

    TypeScript

  3. torchaudio-basics torchaudio-basics Public

    7 part lesson plan for learning PyTorch torchaudio fundamentals

    Python

  4. activation-functions activation-functions Public

    Study on activation functions for AI. Linear, sigmoid, tanh, relu and several variations are presented as well as the exploding/vanishing gradient problem.

    Python

  5. Kronos Kronos Public

    Audio plugin designed to track project time data in a host application

    C++

  6. Crash-Dummy Crash-Dummy Public

    Utility for testing other audio plugins for scenarios where bugs arise only when a crash occurs.

    C++