My Portfolio

Mammogram Classification

Graduation Project. A Convolutional neural network (CNN) to classify breast cancer in medical images able to outperform the human eye, referencing an existing study on Mammogram Classification, with the objective of improving the model. Used a Kaggle dataset of 336 images augmented to 3828.

Document Scanner

A Python/OpenCV program simulating a B&W document scanner.

Answer Sheet Grader

A Python/OpenCV program simulating an answer sheet grader.

Traffic

Computer Vision project. Write an AI to classify traffic signs using Convolutional Neural Networks.

Parser

Natural Language Processing project. A parser for determining the structure of a sentence.

Questions

Natural Language Processing project. Write an AI to answer questions using tf-idf for ranking potential sentences.

Ordered Logistic Regression

What atmospheric, lighting and road conditions increase the odds of getting involved in a more severe crash?

QLD CRASH DATA

Streamlit

A Streamlit App to help ML learners to observe the effects of hyperparameter tuning