I'm a broadly trained Mathematics graduate with a focus on Statistics and Economics, interested in applying mathematical and statistical methods to understand and model the world around us.
We showcase a text-to-image abstract art model using a differentiable rendering library and utilise a fine-tuned Stable Diffusion model to reinterpret the output
We illustrate two types of MCMC algorithms using a gaussian mixture model
Description and resolution of the famous Simpson's Paradox
Co-authored a research paper analysing the economic impact of immigration on labour markets in Sweden using a variety of quasi-experimental econometric techniques.
Co-authored a research paper analysing the characteristics driving housing prices in Manila using a hedonic house price model with various spatial autoregressive models.
Network analysis with a web scraped dataset of information regarding various Non-fungible Token projects on the Solana Blockchain
A meta heuristic bat algorithm for the optimisation of sports training sessions as proposed in Fister et al, 2015
Tool to visualise the changes in COVID-19 incidence in London
Focusing on the classic Karate Club network dataset, this tool helps to compare the various community detection algorithms for networks
Data visualisation of the graduate salaries for various universities and majors in Singapore