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Hello there!

I am Tales and after seven years in the military, I am studying AI to leverage it for social good.

Platforms: AWS, Azure, Google Colab, SageMaker Studio Lab, Hugging Face, GitHub
Languages: Python, SQL
Architectures and Frameworks: PyTorch, CNN, Transformers
Tools and Libraries: Scikit-learn, NLTK, torchvision, Numpy, Pandas, Matplotlib, Gradio

  • Detecting Harmful Text in Online Platforms: Developed a model that achieved 92.5% accuracy, significantly outperforming existing solutions, presented at the annual Gulf Coast Conference & Expo on AI, 2024.
  • Air Quality Monitor: Created a Python script that retrieves Air Quality Index (AQI) data from the OpenWeatherMap API based on user-inputted locations. The script converts the location to coordinates, retrieves the AQI, and provides the current air quality condition. This project earned me 5th place on a Hackathon hosted by HCC's Computer Science Association.

Tales Leonidas's Projects

autogluon icon autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

component-library icon component-library

The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

fairlearn icon fairlearn

A Python package to assess and improve fairness of machine learning models.

hcc-csa-hackathon icon hcc-csa-hackathon

This repository hosts the files used in the April '24 Hackathon, hosted by HCC's Computer Science Association.

hybridagi icon hybridagi

The Programmable Neuro-Symbolic AGI that lets you program its behavior using Graph-based Prompt Programming: for people who want AI to behave as expected

open-meteo icon open-meteo

Free Weather Forecast API for non-commercial use

tensorflow icon tensorflow

Project containig related material for my TensorFlow articles

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