Combination of gradient boosted decision trees and genetic algorithms to solve the vehicle routing problem. Presented through an interactive dashboard fueled by user chosen locations.
View CodeClassifying Alzheimer's Disease using MRI imaging and convolutional neural networks into 3 classes: Cognitive Normal (CN), Mild Cognitive Impairment (MCI), and Alzheimer's Disease (AD). Used modified versions of VGG and ResNet models achieving an accuracy of 75%.
View CodeR package containing all elements including tests for a genetic algorithm. The package selects the optimal set of covariates based on AIC for different types of linear regression.
View CodeThis website is a personal project to help others grasp a sense of who I am as a person professionally, academically, and personally. All this was possible thanks to youtube, w3school, stackoverflow, and a variety of other sources. I am also frequently updating and finetuning as I continue to learn cool new features and techniques to improve useability.
View CodeA model that analyzed and identified main drivers of risk-adjusted stock returns. This feature directly helped in the sale of portfolio analysis software to multiple financial institutions.
An interactive portfolio analysis tool designed, built, and updated directly from the feed back of head portfolio managers. It compared actual and expected portfolio returns under user chosen conditions such as volatility and time, leading to new investment strategies to compete more closely with benchmarks.