Angus Chan

Angus Chan

he/him

I am a PhD researcher at UCL Security and Crime Science, specializing in generating actionable insights through statistical modeling and machine learning in the security and crime domains. I am now seeking opportunities to apply my expertise as a data scientist.

Projects

Agent-based modeling shoplifting simulation

less than 1 minute read

Published:

This project is part of the coursework from the simluation for research module. Utilizing Netlogo, the code creates a simulation in which security guard’s probaility of detecting a shoplifting and shoplifter’s probability of detecting a security guard nearby are manipulated. See more details at its repository shoplifting ABM

IMDB reviews sentiment classification

less than 1 minute read

Published:

This project is part of the coursework from the applied data science module. By training models from a large dataset containing 25k IMDB movie reviews that have been labeled as either positive or negative, it predicts another 25k movie reviews to be positive or negative. For more details, please refer to the corresponding repository IMDB_sentiment_classification.