I am Kai, a year 2 CS at NTU, aspiring Machine Learning Engineer
Interests: Machine Learning, Data Mining, Linear Algebra, Statistics
My Projects
Frontend
Machine Learning
Math
Job Search Bot
Send Job notifications to Phone using Twilio and BeautifulSoup, so me and my friends wont be as depressed. Deployed using Heroku.
Machine Learning From Scratch
Create Machine Learning Algorithms and EDA using pure Numpy, Matplotlib, Pandas and Python. Also my best documented project...
Various ML DS projects
Usage of various algorithms and deep learning to predict / classify data
Linear Algebra
My Study based on the book : No Bullshit to Linear Algebra
Statistics
My analysis of statistics based on Elements of Statiscal learning, including R
Spam Detection
Tokenized, stemmed words to classify messages as spam or not from scratch using Maths
Login Authentication with database
Login Authentication (Name, email , password + profile picture) with NoSQL Firebase and Next js. Currently unavailable, maybe interview me to see it 8)
Stock Market Trading Simulator
Simulation of the stock market using basic Data Structures and Algorithms. Supports Limit / Market Buy and Sell, current orders
EDA of NFTS using MySQL
Querying from a local database to do EDA
Advice Generator
Fetch quotes from an API quote generator and generate randomly on click
Conway's Game Of Life Visualizer
A minigame to visualize conway's algorithm. Hover over it to make the cell alive, and click start and watch
Aavegotchi analytics board
An analytics board created using graphing libraries to visualize the Gotchiverse economy
Social media app
A CSS experiment with Material UI
Whack-a-nemesis
My first ever project with vanilla javascript, basically whack-a-mole game