Skip to content
View ferdiu's full-sized avatar

Organizations

@aclai-lab@cias-research-lab

Block or report ferdiu

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.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

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

Report abuse
ferdiu/README.md

Hi there! 👋 I'm Federico Manzella (a.k.a. ferdiu)

🧠 ferdiu AI Solutions
I started my own business as a freelancer: here you can visit my website for more information about my services and projects. The aim of this project is to close the gap between innovative scientific research and the technology used by businesses. I am pursuing this purpose with the leverage of the research we do at ACLAI Lab with Prof. Guido Sciavicco.

🎓 Symbolic Machine Learning Researcher
Currently working at ACLAI Lab at the University of Ferrara, I specialize in AI and Symbolic Learning. My research spans decision trees, temporal reasoning, and explainability in machine learning.

💼 Triple Role at IN MM S.r.l.
I held the triple role of DevOps Engineer, Lead Developer, and AI Scientist at IN MM S.r.l., where I blended my expertise in development, operations, and artificial intelligence to drive innovative projects forward. I worked there until I realized that I wanted to start my own business, later creating ferdiu AI Solutions.

🎮 Indie Game Developer
When I’m not delving into the complexities of machine learning, I’m creating games! I enjoy building 2D games using Godot and crafting immersive 3D worlds with Unity. Check out some of my projects on itch.io!

ferdiu's GitHub Stats

🔭 Projects

  • Symbolic Learning in Julia: I'm passionate about using Julia for symbolic AI, as seen in my contributions to projects like Sole.jl and SimpleCaching.jl.
  • AI for Health: My research is focused on using machine learning for health-related applications, including the analysis of audio recordings (such as breath and cough sounds) to detect COVID-19. This project has led to publications in Artificial Intelligence in Medicine.
  • Towards an Objective Theory of Subjective Liking: Exploring the intersection of AI and aesthetics, I was working on this project to understand the subjective experience of beauty through machine learning. This research was published in PLOS One.

💡 Research Publications

I've authored and co-authored several papers, including:

  • "Towards an Objective Theory of Subjective Liking" - Exploring the sense of beauty. Published in PLOS One.
  • "The Voice of COVID-19" - Applying machine learning to health data, published in Artificial Intelligence in Medicine.

Check out my full publication list.

🛠 Tech Stack

Programming Languages

General

BashJuliaPythonCC++C#GDScriptLaTeXJavaKotlinValaRMATLABPrologRustFortran

Web

TypeScriptJavaScriptHTML5CSS3PHPSQL

Shading Languages

CGGLSLHLSLGodot Shading Language

Machine Learning/Data Analysis

MLJSole.jlFluxScikit-learnTensorFlowPyTorch

Game Engines

GodotUnityUnreal Engine

Web Development

JavaScriptNode.jsReactHTML5CSS3DjangoBootstrapTailwindAngularFlutter

Database

MongoDBMySQLPostgreSQLSQLite

Mobile Development

React NativeAndroid StudioFlutter

Tools & IDEs

KDevelopKateVisual Studio CodeAtomZed EditorNeoVimGitGitHubGitLab


📫 Get in Touch

PortfolioLinkedIn

ORCIDGoogle ScholarResearchGate

Popular repositories Loading

  1. godot-easing-functions godot-easing-functionsPublic

    Easing functions for Godot

    GDScript 24 2

  2. SimpleCaching.jl SimpleCaching.jlPublic

    A easy to use alternative to Caching.jl

    Julia 8

  3. docker-crash-course-index docker-crash-course-indexPublic

    Dockerfile 5

  4. latitude-5420 latitude-5420Public

    What I had to do in order to make everythink work on Linux on my Dell Latitude 5420

    4 1

  5. element-desktop-fedora element-desktop-fedoraPublic

    element-desktop COPR

    4

  6. wwiser-launcher wwiser-launcherPublic

    A set of bash scripts for Linux which aims to replace the Wwise Launcher.

    Python 2