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A project on using mathematical programming to solve multi-modal transportation cost minimization in goods delivery and supply chain management.
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SG-rental-analytics Public
Explore the rental market and find out where to rent a house in Singapore using data and analytics!
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HFT-price-prediction Public
A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.
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crypto-arbitrage-framework Public
A cryptocurrency arbitrage framework implemented with ccxt and cplex. It can be used to monitor multiple exchanges, find a multi-lateral arbitrage path which maximizes rate of return, calculate the…
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character-network Public
A project on using network graph, NLP techniques (entity recognition, sentiment analysis) to analyse the relationships among characters in a novel. The project takes novel Harry Potter as an exampl…
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multi-thread-decorator Public
A Python decorator for executing "1 to 1" mappings in a paralleled way using multi-threading technique. It can be applied in many cases to increase efficiency greatly. I have tried using it to acce…