Projects
TEAMMATES
An open source project with >150 KLOC. It is a feedback platform that has served over 300,000 users. I am leading the Continuous Profiling team to design and implement a performance testing framework, which is to be integrated into the project's CI pipeline. I also worked on implementing a full-stack feature - Link Recovery. Apart from that, I have fixed multiple issues and reviewed PRs of other contributors.
Developed Using: Java 8, Angular (+TypeScript), JMeter
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Prediction of Student Earnings and Loan Repayment Rates
Machine Learning model built on aggregate data from the College Scorecard dataset. It predicts the future earnings and loan repayment rates of a given student. The highest accuracy of 85.73% on the test set was achieved using a Gradient Boosting Regressor with Regressor chain model.
Developed Using: Python 3, Matplotlib, Scikit-learn, Pandas
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ChairVise
Visualisation of Conference Data from the Microsoft CMT system. Displays visualisations to show users insights derived from the uploaded file(s).
Developed Using: Python 2 (Django), Vue.js
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Modelling Trajectory of Table Tennis ball
3D visualisation of the trajectory of a table tennis ball. The ball is tracked (using background subtraction and a sliding window) in the videos captured by three synchronized cameras from different angles. The 3D position is then dervied using Perspective Projection equations (using data from the camera calibrations and 2D positions of the ball).
Developed Using: Matlab, Python 3
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Club Connect
Desktop application that aims to make management of clubs in NUS easier. Includes features like user profiles, data import/export, email, polls, and task management.
Developed Using: Java 8, JUnit, JavaFX, FXML
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HighLight
Chrome Extension that helps visitors gather important information quickly. It uses data from users' activity to determine the most important text on any webpage. This text is then highlighted for visitors of the page. (Similar to Medium's Highlights feature)
Developed Using: JavaScript, HTML, CSS
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Pokémon
A small-scale version of the classic GameBoy Pokémon game developed using C++. Includes a couple of characters and Pokémon to choose from.
Developed Using: C++, SFML
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Time Table Generator
Developed to make time table scheduling for classes easier, with my high school in mind. Assigns subjects to classrooms, which are reflected in the corresponding teacher's schedule.
Developed Using: C++, WinBGIm
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Movie Ticket Booking System
My first coding project. Developed using C++. Used WinBGIm for graphics. It served as an introduction to the world of self-learning required in CS and taught me how to go through documentation and tutorials to learn how to use the library. Unfortunately, it doesn't get you an actual ticket.
Developed Using: C++, WinBGIm
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GiveBack Co- Product Strategy proposal
A blockchain powered platform for consumers. Aims to make the donation process more transparent so that both retailers as well as beneficiaries can benefit more from cause marketing. This is done by showing consumers where their donated money goes and helps increase consumer trust in brands and retailers.
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Oral B- Marketing Strategy Analysis
Analysis of the marketing strategy of a P&G subsidiary, Oral B. Includes maket analysis, SWOT analysis and the 4 Ps. Recommendations are made based on these findings.
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