Andy Liang's Portfolio Website
Demonstrating My Accomplishments
The aim of the project is to create a system to record the data of an internship program, including the information of students, companies, internal / external mentors, and the 1-year tracking survey results from students joining the program. It provides convenience under a management perspective. I have developed this web application using Django and …
This was a school project developed for a text analytics class. The idea of the project was to recommend other stocks based on the text description from a selected stock. I developed this application using Python with the Kivy framework. There were 4 operations allowed in this application, which were to web scrape the stock …
This system was created under the initiative of digital workplace in an institute, where the student feedback of a studied class was collected using paper in class. The class information setup was done in Excel communicated through email. This system helps to reduce the paper and the staff resource used for conducting the student survey. …
This was a school project developed after studying the yelp dataset. Throughout the semester there were different assignments to explore the dataset and gain more practical and analytical skills such as creating visuals like this. In the end, I decided to create a crowdsourced restaurant review site prototype with the dataset and made it a …
This prototype was developed after my workplace supervisor knew that I was pursuing a master’s degree related to data science and assigned me to explore the possibility to classify student data in a meaningful way with machine learning. The prototype was later evolved to predict if a student could successfully obtain an award in due …
This project is developed to showcase student projects of an institute in an interactive way to attract visitors during publicity events. It acts as a frontend to loads data from a database and display accordingly. I have developed it with C# using Unity.
I have developed this application using C# and Unity with computer vision techniques to capture a presenter’s head orientation, emotion, and voice levels. The application draws the visual indicator and graphs in real-time and supports saving and loading. The vision of the project would be using these data to eventually train a machine learning model …
This was a personal project developed for studying the course Computer Vision for Faces. I was interested in computer vision and decided to pick up some knowledge of it. The project was required to pass the course and obtain the digital certificate. The application purpose was to obtain a person’s face and apply it to …
This project was developed for an institute’s arboriculture students where they could learn about tree inspection and operation safety with scenarios that were not easily found in real life. The main application of the project was a VR CAVE system using 4 projected screens with transformation that follow the user eyes’ position to create an …
The project was developed for promotional campaigns of landmark development before the construction completes. The application was developed for a generic use to browse around a targeted location with configurable points of interest. The lower left menu was also configurable with callbacks to trigger other functions needed after clicking. The application had added AR capabilities …