Data Science
Toxic Comment Detection
Live Showcase · 2024

A high-precision Deep Learning model achieving 98.01% accuracy in detecting toxic speech. Features an end-to-end pipeline with SMOTE balancing, TF-IDF vectorization, and a Keras Sequential neural network, visualized through an interactive Next.js showcase.
Stack
- TensorFlow
- Keras
- Python
- Scikit-learn
- Next.js
- Tailwind CSS
Links