Projects
This section shows some of the projects I complete during my uni-time and also related project during my internship at Vitrox. These projects vary from research projects to web and software programming. I fully realize that most of them are not perfect, but it does serve as a milestone for my learning journey back in university. Looking back at them now reminds me of times that might get hard sometimes, but efforts will never go to waste!
01 SBIR with grayscale dataset
Python, Google Colab
This is my final year project, titled sketch-based image retrieval(SBIR) with grayscale dataset. Basically, I did research on a completed project, aims to find out the affect of color on the SBIR model.
With the trained model, Gradcam was used which is a heat map to find out what is the focuses of the model towards an image.
02 Poster Ordering System
HTML, CSS, PHP, phpMyAdmin
This is an assignment from web programming course. Throughout this course, I produced a functional website for a dummy poster selling store.
The functions include CRUD on products, customers, and staffs, search products, make orders and also generate invoice. While some of the function will be limited when the user registered in different role.
03 Parking lot system
Java, Eclipse
First ever software program made by myself. The user can use the application to register vehicle, and use it to register parking when using the parking lots.
To be honest, this project involved a lot of workaround rather than actual architecture used. But I figured it still worth a slot here since I not only able to complete the project with limited knowledge, but still did extra functions such as 'Forgot password' function, and saving the information for next time.
04 Internship
Angular, bash script, research
During my internship, I learned about Angular framework and it is my first time using typescript too. The image shown the actual industry product of Vitrox called V-One. I did a lot of bug fixes and enhancement on the site. Other than this, I also done research work for the company and wrote a script using bash script from scrap.
04 Extra
Python, C, OnlineGDB
Other than these, I have also learned many other information technology knowledge from my computer science courses. These knowledge include natural language processing, simple C language project, data analysis, artificial intelligence and so on.
Projects done on these subjects includes sentiment analysis on a topic, where the topic my group decided on is the movie 'Mulan'. We scraped around 30 thousands tweets from Twitter, pre-process the retrieved data, and did sentiment analysis.
For data analysis project, I was involved in a group assignment which we done analysis on heart disease dataset with different algorithm like Naive Bayes, decision tree, and also neural network and compared the results.
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