AI Practice and Data Engineering Practice, GovTech

In this post, we’ll discuss why LLM guardrails are essential, and how we think about designing and implementing them at GovTech.

Introduction

In this post, we provide seven plus one technical tips on how to get started with LLM guardrails.

In Part 2 of the Multimodal AI series, find out more about how we used Multimodal AI for cataloguing of digitised physical assets

How much is too much?

“Technology,” “Artificial Intelligence,” “Data-driven decisions” — these are buzzwords nearly everyone has heard of at some point. They…

Hey everyone! I’m Shae-Anne, a final year Data Science and Economics student at the National University of Singapore (NUS). During my…

Read more about the AI Practice’s approach towards Multimodal AI, our explorations, and use cases for the Singapore government.

Find out how we developed a moderation classifier for toxic and unsafe Singlish texts that outperforms commercial alternatives

The spread of misinformation and strong need for efficient content management were challenges that emerged in today’s digital landscape.

Getting more out of your model

From the GovTech AI CapDev Team:

How GovTech and Resaro worked together to conduct a fairness assessment on LLM-generated draft testimonials

Shoutout to our co-contributors for this article: MOM Forward Deployed Team (Barry Tng, Ethan Mak, Joel Koo), and Container Stack team…

It’s beyond doubt that our current technological era is defined by data-driven decision-making, with a pursuit of AI that possesses…

How we built a one-of-a-kind smoking activity detection system at the edge

Get insights from the inagural Data Engineering Masterclass!

Last week, some product managers (PMs) from GovTech Singapore got together for the first ground-up Unconference for GovTech PMs. Starting…

Co-written with Jeffrey Lee, on behalf of the Transcribe team.

Hello everyone! I’m Sean, a final-year computer science major at Nanyang Technological University.

Introduction to Analytics.gov

Hear from the interns in the Quantitative Strategy team about what data science work in the public sector is like!

Using RAG with Graph API

A Mini-App Utilising Large Language Models (LLMs)

A look at the journey taken towards hosting our own on-premise LLM