Jason Yip's repositories
StockSentimentTrading
Algorithmic Trading using Sentiment Analysis on News Articles
InstaScraper
Automating Social Media Contests with Web Scraping
SGTextGenerationLSTM
Generating Singlish Text Messages with a LSTM Network
L1DataMovementPrediction
A multi-label, multi-class classifier for an intra-day L1 order book data of a single security.
music_classification
An image-based classification of music genres using CNNs on spectrograms
TheShippingOptimizer
The Shipping Optimizer is a tool for shippers to find the most cost-saving route for their shipment (includes multiple variables like cargo weight and value).
BT3103_W2EX5_Jason_Yip
Created with CodeSandbox
Clustering_SGX_Stocks
There's a general understanding that stocks usually move together if they are in the same industry. I aim to test those intuitions with some historical data
regression_analysis
In-depth regression analysis
game-theoretic-agent-simulation
Multi-agent simulation to model the game-theoretic behaviour of countries' climate policy
Spatial-Accessiblity-in-Singapore
Fully functional dashboard application developed within 48 hours during the IDE@DataSpark Open Hackathon which won First Place
trash-simulation
A multi-agent system to model littering behaviour
b76
R package to compute the Implied Volatility and plot the Volatility Skew using the Black-76 option pricing model
Citi_Bike_Analysis
Project for BT2101: Decision Making Methods and Tools
FarmerGradingPlatform
Developed a dashboard as a platform for stakeholders to view farmers by their grading and identify opportunity for investments.
Moddo
A collaborative recommender system for school modules written from scratch in R
NoteX
NoteX uses Computer Vision and Speech Recognition to convert handwritten notes and voice recordings into text
X-Insight
A lightweight package which enhances existing Learning Management Systems by understanding viewers' interest through Computer Vision and Sentiment Analysis