My Portfolio
Dish Guru
React | MongoDB | NodeJS | Express | SCSS
A self-built full-stack (MERN) application with MongoDB, Express, React, and NodeJS. Users are able to explore various recipes created by other users and write their reviews for these recipes. An user can view, edit, and write their own recipes after register/login. All data including users, dish recipes, and the associated reviews are processed and passed using Redux and Express, and stored in MongoDB.
Road Safety Machine Learning Project
Python | R | Excel | Machine Learning
A machine learning project report, which used open-source data from the department of transport of UK to predict the fatal car accidents chances and find the most related reasons of accidents by using different regression methods such as logistic regression and random forest. In the end, 5 reasons are filtered out with 65% accuracy based on the data and plots.
Fuel Efficiency Modeling Project
Rstudio | Rmd | Excel | Statistical Modeling
A report-style project that used open-source data from the government of US. This project focused on building and refining a statistical model which can predict the vehicle fuel efficiency. It eventually found the manufactured year, the transmission type, along with 4 more variables are effective in determining the fuel efficiency.
