Projects

Sentiment Analysis EN-TH

A Flask-based API for sentiment analysis supporting English and Thai using TensorFlow, Keras, and PyThaiNLP. Developed for the 241-202 Machine Learning II, It provides real-time text classification, Models are trained separately and loaded for inference, with preprocessing tailored for each language.

PythonKerasTensorFlowFlaskPyThaiNLP

Threat Detection Using Machine Learning & Deep Learning

A Flask-based system for malware and phishing detection using TensorFlow and Keras. Developed for the 241-202 Machine Learning II, it classifies malware from images and executable files while also detecting phishing URLs. The system extracts key features, processes inputs, and applies deep learning models for real-time threat classification.

PythonFlaskKerasTensorFlow