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title Pablo Freitas - Data Science Portfolio

Welcome to My Data Science Portfolio

About Me

I'm a data scientist with expertise in Python, machine learning, and speech recognition. Currently working on projects related to hate speech detection and audio analysis.

Projects

Hate Speech Detection from Audio

  • Tools: Python, OpenSmile, Whisper, TensorFlow
  • Description: Developing a system to detect hate speech in audio using machine learning models and speech feature extraction. The project includes a graphical user interface (GUI) for ease of use.
  • View Code

Data Visualization of Wildfires (Group Project)

  • Tools: Python, Plotly, GeoPandas
  • Description: Collaborated in a group project focused on visualizing wildfire data, using data science techniques to analyze geographical and temporal patterns.
  • View Code

Haskell Project

  • Tools: Haskell
  • Description: Project developed for understanding functional programming concepts.
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Areas of Interesse

Computational Processing of Nheengatú (Modern Tupí)

  • Tools: Python
  • Description: Tools and resources for the computational processing of Nheengatú, a Tupi-Guarani language.
  • View Code

Rust Exploration

  • Tools: Rust
  • Description: A personal project to explore and learn Rust, with examples and learning resources.
  • View Code

Skills

  • Python, TensorFlow, scikit-learn
  • Speech Processing: OpenSmile, Whisper
  • Data Visualization: Matplotlib, Plotly, Dash
  • Database: SQL, NoSQL

Contact Me