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.