Personal-Projects

Talking it out is underrated. Rubber duck debugging and peer programming are time-tested techniques for thinking clearly, catching bugs, and sparking new ideas. But when you’re coding alone, it’s easy to lose that habit — and with it, a lot of momentum. That’s where Cheerleader comes in: a free, open-source VSCode extension that brings an interactive AI coding companion right into your workspace.

Ever opened Instagram just to send a quick message, only to find yourself doomscrolling for hours? Introducing the world’s first TUI + CLI client for Instagram, putting an end to the brainrot hell and turning it back into a productive social networking tool. Download from PyPI and star our GitHub repo (we’re got 5k downloads already)!

pip install instagram-cli

Eidos is a project for educational purpose to build a simple deep learning library from scratch in C++. Inspired by libtorch, PyTorch’s C++ frontend, we implemented MLP, CNN, RNN using only Eigen for parallelized linear algebra. James Zheng and I started this project during my final exam month in 2024 and got me grinding it for a month alongside 6 major course finals. Install and try Eidos:

git clone https://github.com/supreme-gg-gg/Eidos
mkdir build && cd build
cmake .. && make
sudo make install

Reinforcement learning (RL) is a way of training an agent to make sequences of decisions by finding the optimal action-taking policy through trial and error interactions with the environment. It is a powerful tool for solving complex problems in robotics, finance, and gaming. To broaden my knowledge in ML, I worked on a few small projects to learn fundamental deep RL algorithms such as (Double) DQN, REINFORCE, DDPG, and PPO. Please see this project if you are interested in NEAT and Pong instead.

NEAT, or NeuroEvolution of Augmenting Topologies, is a genetic algorithm for evolving neural networks. Hayson and I used the neat-python library to train a neural network to play Pong as an optional course project to develop an AI that compete in Pong tournament. The agent maximizes the reward by learning to hit the ball back to the opponent.

Checkout Hayson’s amazing blog post where he explained the theory of how NEAT works!

Ever felt lost in a sea of corporate jargon? Fear not! This project will turn you into a corporate lingo master, ready to impress in any boardroom.

Sleep deprivation is a widespread issue, expected to worsen as distractions increase. Despite understanding sleep’s benefits, many find it challenging to maintain a healthy night routine. This is especially prominant for students who later face difficulties in focusing and retaining information.

Inspired by the engaging features of Duolingo, WeDream motivates users to stay committed to improving their sleep habits. We are dedicated to empowering individuals who actively seek to improve their daily lives and become the best versions of themselves.