This is a collection of all my personal or college project which I’ve worked on.
Websites
- U-Bus - UMN Bus Digital Ticket. A final project for my Database System course on 3rd semester. - written in PHP, HTML, CSS, with MySQL as database. Repo
- DDNB - Depression Detection Naive Bayes. A final project for my Artificial Intelligence course on 5th semester. - written in entirely in Python with Flask as web framework. Repo
- RSA Web - Reminder Service Application. Car dealer service reminder and booking system. - written in PHP, HTML, CSS, with MySQL as database. Repo
Data Analysis
- Depression Detection Naive Bayes - Aim for this project is to build a machine learning model that can classify a text into two category: depressed or not depressed using bayes formula by calculating the sentiment of the frequency words in the training data. The project entirely written using Python.
- Analyzing Fleet Foxes’s Top 5 Favorite Songs Using R - Analyzing my favorite band top five favorite songs based on NLP technique using R.
- Analyzing Fleet Foxes New Album ‘Shore’ Using Python - Another analysis project of my favorite band new album based on NLP technique using Python.
- Item Based Collaborative Filtering using Cosine Similarity Algorithm - Aim for this project is to build a recommender system using IBCF method and Cosine Similarity Algorithm. A final project for my Data Analysis course on 3rd semester. - written using R.
Mobile Apps
- Bengkelin - An app to booking a periodic service for your car. - written entirely in Android Studio.