Singapore

Translating responsible AI principles to create VerifyML. User feedback, design decisions and architecture choices in creating our responsible AI solution.

Fairness is messy and complicated. Attempts to distil it down to a single metric is unhelpful and counter-productive. As business owners and model developers we should embrace the struggle in trying to apply fairness in artificial intelligence and data analytics models.

An explanation of the challenges of graph anonymisation and the difficulty of striking a balance between usefulness and anonymity. Written as a response to Singapore's TraceTogether privacy saga

An exploratory analysis of a jobs posting dataset along with some tidbits on the Singapore hiring landscape

SG Dashboard is now released and updated with Q3's economic results

An R shiny application with Leaflet

A tutorial on using Leaflet in R for geospatial visualisation

Exploring the changes in religious beliefs in Singapore between 2000 to 2015

Examining the spatial distribution of Singapore's population

updated the SG-Dashboard with 2Q 2017 numbers