Personal Projects
- All works
- Web development
- Mobile development
- Desktop development
- Machine learning / Text analytics
Topic Modeling / Analysis of Science and Technology News (Link)
This project aims to provide an analytic of news documents using topics generated by a machine learning algorithm. Streamlit is used as the interface for showing all the analysis done on all scraped news from websites like Popular Science, Discover Magazine and also Cosmos Magazine. These websites are sites of popular Science and Technology news outlets that caters more towards the general audience. The articles are scraped using BeautifulSoup, while the visualizations are done using Plotly. The LDA topic model was trained using the model provided by Gensim. The topics provided by the LDA topic model serves as the foundation for the all the analysis.
Kira App (Link)
This project is a hobby project I made to solve the problem usually faced by hosts of badminton sessions in which they would need to divide the total fees among all the players. This is usually done using a calculator app on the phone which can take some time. Through this app, all you need is to key in the numbers for total court fees, price of whole shuttle in one tube, how many of them were used and lastly the numbers of players that are in the session. Then, the app will straight up show the fee needed to be paid by each player.
Smart Application Diet Organizer (Link)
This project is an expert system that can recommend to the users their recommended daily calorie intake. This system will be making the inference based on inputs of the users' height, weight, gender and physical activeness. The inference are made using an Python inference engine called 'experta'. The inference process are done on the Django backend and results are then sent back to the React Native mobile app.
MAF Car Rental (Link)
This project is another hobby project that I made in the hope of promoting a car rental business. The React Native app provides information to users of the cars that they provide for rental service and the fee for each day. The user would then be able to go straight to WhatsApp from the app by clicking a button, and a pre-made message, asking the renter for the car they want to rent.
Kesidang Management System (Link)
This project is a project that I made to help a homestay business in managing all their bookings. The Electron app will show all the bookings in a calendar view using a Javascript library called FullCalendar.js. Through this app, the admin of the business would be able to add, delete and edit bookings.