This page includes projects that are related to different machine learning models such as Random Forest, Cluster Analysis and Neural Network.
CAPTCHA AI
This is a machine learning project which is done by my colleague and I. We both have knowledge about machine learning and found the CNN model interesting. As a result, we decided to start this project to see if we could train the computer to recognize a captcha correctly.
Exacerbation Prediction
This a a capstone project that uses machine learning model to predict the possibility of a asthma patient getting exacerbation. Patients’ adherence level and different environment factors are the main attributes we try to investigate.
Loan Default Prediction
This is a class project that tests different machine learning models, compares every one of them with each other and attempt to find the best model for prediction. Model performances are evaluated based on accuracy and applicability.