Projects
Scuba Diving in Hawaii - Website
Developed using Ruby on Rails, this project was awarded the Best SE Course Project. A fully-functional website for booking and planning scuba diving activities in Hawaii.
Developed using Ruby on Rails, this project was awarded the Best SE Course Project. A fully-functional website for booking and planning scuba diving activities in Hawaii.
House Price Predictive Model
Used linear and logistic regression to build a model that predicts house prices based on various real estate features.
Used linear and logistic regression to build a model that predicts house prices based on various real estate features.
Expression Regression Model
Applied classification and dimensionality reduction methods to evaluate performance of an expression regression model in machine learning.
Applied classification and dimensionality reduction methods to evaluate performance of an expression regression model in machine learning.
Google Stock Price Prediction - RNN
Built a Recurrent Neural Network (RNN) to forecast Google stock prices using historical market data.
Built a Recurrent Neural Network (RNN) to forecast Google stock prices using historical market data.
Dimensionality Reduction & Unsupervised Methods
Implemented clustering and feature embedding techniques to visualize and group unlabeled input samples.
Implemented clustering and feature embedding techniques to visualize and group unlabeled input samples.
Tower of Hanoi Algorithm
Demonstrated recursion and algorithm design using the classic Tower of Hanoi problem.
Demonstrated recursion and algorithm design using the classic Tower of Hanoi problem.
Quick Sort Algorithm
Developed a Quick Sort solution with data generation, binary search, and performance metrics.
Developed a Quick Sort solution with data generation, binary search, and performance metrics.
Prototypes & Click-through Demos - HCI
Created interactive demos for usability testing based on Human-Computer Interaction principles.
Created interactive demos for usability testing based on Human-Computer Interaction principles.
Ship Booking Management Website
Built a website to manage ship trip reservations with integrated search and booking features.
Built a website to manage ship trip reservations with integrated search and booking features.