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MauroLuzzatto/README.md

Hey! I am Mauro Luzzatto

I am a Machine Learning Engineer working on Generative AI, specifically audio generation models. As part of my work, I have been training, developing, and evaluating diffusion models for audio generation.

Interests

  • Data Engineering, the modern data stack, and in the question on how to build a successful data infrastructure
  • Data Science, NLP, and the effects of Data Science on our society
  • Software Engineering best practices, such as testing, documentation, readable code and code reviews
  • Cloud computing

Projects

explainy a Python library for generating machine learning model explanations for humans

Brainy++ A mental arithmetic web app for adults. Practice mental math through short, rewarding sessions designed as a daily ritual.

Technologies

🚀 Data Science: Python (Scikit-Learn, PyTorch, TensorFlow, Pandas, Numpy), SQL

💻 Data Engineering: dbt, Snowplow, BigQuery, PySpark, Airflow

⚡ Web Development: FastAPI, TailwindCSS, htmx, jinja

🏗️ DevOps: Git, Docker, Github Actions, Terraform (basics)

💬 NLP: Gensim, Spacy, Huggingface

📈 Data Visualization: Looker, Streamlit

☁️ Cloud: GCP (Certified Professional Data Engineer), AWS (AWS Solution Architect Associate, Machine Learning Specialty), Azure (AZ-300)

Pinned Loading

  1. explainyexplainyPublic

    explainy is a Python library for generating machine learning model explanations for humans

    Python 18 1

  2. lyrics-translatorlyrics-translatorPublic

    🎵 LyricsTranslator is a Python library for automated lyrics translation

    Python 4

  3. OpenAI-Gym-TicTacToe-EnvironmentOpenAI-Gym-TicTacToe-EnvironmentPublic

    OpenAI Gym based Tic-Tac-Toe Environment

    Jupyter Notebook 6 2

  4. Q-Learning-Demo-Play-nChainQ-Learning-Demo-Play-nChainPublic

    This repository contains a Jupyter Notebook with an implemenation of a Q-Learning Agent, which learns to solve the n-Chain OpenAI Gym environment

    Jupyter Notebook 5 2

  5. learn-tictactoe-through-self-playlearn-tictactoe-through-self-playPublic

    This repository contains a Q-Learning algorithm that learns to play TicTacToe through self-play.

    Jupyter Notebook 4

  6. music-flow-apimusic-flow-apiPublic

    MusicFlow is an music recommender API that use the Spotify's API to predict the number of future streams of song using the Spotify audio features and track metadata

    Python 1 1