All Projects
Python Projects
4 projects built with Python.
Python is where I started with machine learning and where I still go for data and model work. The projects below cover a comparative deep-learning study on chest X-rays with TensorFlow and Keras, an information-retrieval recommendation system built on TF-IDF and inverted indices, NLP probability tooling with NLTK, and a Pygame RPG. Professionally it shows up on the ML and data-processing side of AI features, alongside the TypeScript I use for product code.
Pneumonia X-Ray Classification
A deep learning comparative study of Simple NN, CNN, and Residual CNN architectures classifying chest X-rays as Normal or Pneumonia with TensorFlow and Keras.
Zelda RPG
A Python Pygame 2D action RPG inspired by Legend of Zelda, featuring real-time combat with 5 weapons, magic spells, 4 enemy types, and character progression.
Word Probability Calculator
A cross-language text analysis tool implementing word probability calculation with stopword filtering in Java, Python, and JavaScript for comparative study.
Recommendation System
An information retrieval system recommending anime and manga via TF-IDF vector similarity, query spell correction, inverted indices, and feedback refinement.