Loan Default Classification
The Project predicts and classifies the various borrowers into 2 groups. Whether they will default on their loan or repay the loan.
Full Portfolio
HDB Price Prediction and Feature Analysis
The Project predicts the prices of resale houses in Singapore and identifies the features that drives the prices.
Stock Price Reversal Indicator
The Project identifies the reversal points (best time to buy/sell) of specific stocks to prevent missed opportunities or losses.
Predict West Nile Virus Occurance in Chicago
In this project, my job is to identify whether a location in Chicago at a certain point in time has the West Nile Virus. Then measures can be taken to prevent it.
Classifying Sub-Reddit Post
In this project, I attempt to classify 2 different sub-reddits using NLP.
Predicting Housing Prices in Ames, Iowa
In this project, the aim is to predict prices in Ames using different features of the respective houses.
Analyzing SAT / ACT participation rates
In this project, I have to do analysis on the SAT and ACT datasets and come up with a solution on how to increase the participation rates for the test moving forward.