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Introduction to DSAID
Introduction to DSAID
Welcome to the blog of GovTech’s Data Science and Artificial Intelligence Division (DSAID). We are a fast-growing team interested in all…
Jason See
Jul 6, 2022
Latest Stories
Create your own on-premise Finetuning pipeline with Axolotl
Create your own on-premise Finetuning pipeline with Axolotl
Getting more out of your model
Ng Shangru
Jul 15
Improving RAG performance: A look at model evaluation tools in the cloud
Improving RAG performance: A look at model evaluation tools in the cloud
From the GovTech AI CapDev Team:
Ng Shangru
May 23
Evaluating Fairness of LLM-Generated Testimonials
Evaluating Fairness of LLM-Generated Testimonials
How GovTech and Resaro worked together to conduct a fairness assessment on LLM-generated draft testimonials
Shaun Khoo
May 2
Productionising LLMs and ML Models with Analytics.gov: MOM’s Journey into AI Solution Deployment
Productionising LLMs and ML Models with Analytics.gov: MOM’s Journey into AI Solution Deployment
Shoutout to our co-contributors for this article: MOM Forward Deployed Team (Barry Tng, Ethan Mak, Joel Koo), and Container Stack team…
Ismahfaris Ismail
May 2
Synthetic Data: Navigating Its Methodologies, Applications and Challenges
Synthetic Data: Navigating Its Methodologies, Applications and Challenges
It’s beyond doubt that our current technological era is defined by data-driven decision-making, with a pursuit of AI that possesses…
Anshu Singh
Apr 11
Balefire: Navigating the Challenges of Edge AI in Smoking Detection
Balefire: Navigating the Challenges of Edge AI in Smoking Detection
How we built a one-of-a-kind smoking activity detection system at the edge
Pye Sone Kyaw
Mar 11
Empowering Public Officers: A Data Engineering Masterclass for the Public Service
Empowering Public Officers: A Data Engineering Masterclass for the Public Service
Get insights from the inagural Data Engineering Masterclass!
Ameera Adam
Feb 8
3 Takeaways on Product Management in the Singapore Government — from GovTech’s first PM…
3 Takeaways on Product Management in the Singapore Government — from GovTech’s first PM…
Last week, some product managers (PMs) from GovTech Singapore got together for the first ground-up Unconference for GovTech PMs. Starting…
Louisa
Feb 7
Need for Speed: How Transcribe Turbocharged Whisper for Real-Time Conversations
Need for Speed: How Transcribe Turbocharged Whisper for Real-Time Conversations
Co-written with Jeffrey Lee, on behalf of the Transcribe team.
Chow Keng Ji
Feb 4
My Internship Journey in DSAID-DE @ Cloak — The Central Privacy Toolkit
My Internship Journey in DSAID-DE @ Cloak — The Central Privacy Toolkit
Hello everyone! I’m Sean, a final-year computer science major at Nanyang Technological University.
Sean
Jan 24
Accelerating Machine Learning and AI impact with MLOps on Analytics.gov
Accelerating Machine Learning and AI impact with MLOps on Analytics.gov
Introduction to Analytics.gov
James Teo
Jan 9
A chat with three data science interns
A chat with three data science interns
Hear from the interns in the Quantitative Strategy team about what data science work in the public sector is like!
Shaun Khoo
Nov 30, 2023
LLM for the everyday Public Officer
LLM for the everyday Public Officer
Using RAG with Graph API
Ng Shangru
Nov 22, 2023
Revolutionising Design Thinking Workshops and Engagements in WOG with “Eureka!”
Revolutionising Design Thinking Workshops and Engagements in WOG with “Eureka!”
A Mini-App Utilising Large Language Models (LLMs)
Jeremy Goh
Nov 15, 2023
Productionising Large Language Models in Government
Productionising Large Language Models in Government
A look at the journey taken towards hosting our own on-premise LLM
Ng Shangru
Nov 10, 2023
Reflection: Silicon Valley to Singapore GovTech
Reflection: Silicon Valley to Singapore GovTech
As my Smart Nation Fellowship at GovTech draws to a close, I am reflecting on my experience here, one full of several firsts -
Manoshi Vasudevan
Sep 27, 2023
Unleash Data Potential @ Analytics.gov — My Experience as a Software Engineer Intern
Unleash Data Potential @ Analytics.gov — My Experience as a Software Engineer Intern
Hi everyone! 😀 I’m Pun Pun, a third-year Computer Science student at the National University of Singapore (NUS).
Papattarada Apithanangsiri
Aug 15, 2023
My Internship Journey at DSAID-DE
My Internship Journey at DSAID-DE
The COVID-19 pandemic accelerated digital transformation across all sectors in Singapore, including the public sector. Many businesses had…
Chan Yao Ying
Jul 27, 2023
GovTech enCRYPT — Free-text Anonymisation
GovTech enCRYPT — Free-text Anonymisation
The Central Privacy-Preserving Toolkit (enCRYPT)
Jason Chew
Jul 19, 2023
Getting Started with Scalable Differential Privacy Tools on the Cloud
Getting Started with Scalable Differential Privacy Tools on the Cloud
This article is the final article in a four-part series on Differential Privacy by GovTech’s Data Privacy Protection Capability Centre…
Syahri Ikram
Apr 25, 2023
Evaluating Differential Privacy Tools’ Performance
Evaluating Differential Privacy Tools’ Performance
This article is the third in a four-part series on Differential Privacy by GovTech’s Data Privacy Protection Capability Centre (DPPCC)…
Anshu Singh
Apr 7, 2023
Practitioners’ Guide to Accessing Emerging Differential Privacy Tools
Practitioners’ Guide to Accessing Emerging Differential Privacy Tools
This article is the second in a four-part series on Differential Privacy by GovTech’s Data Privacy Protection Capability Centre (DPPCC)…
Anshu Singh
Apr 7, 2023
Sharing Data with Differential Privacy: A Primer
Sharing Data with Differential Privacy: A Primer
This article is the first in a four-part series on Differential Privacy by GovTech’s Data Privacy Protection Capability Centre (DPPCC)…
Anshu Singh
Mar 29, 2023
Classifying Multimodal Municipal Issues Feedback using Transformers
Classifying Multimodal Municipal Issues Feedback using Transformers
Contributors: Li Lu (GovTech), Watson Chua (GovTech), Amelia Lee (GovTech), and the DSAID GovText team
Li Lu
Jan 15, 2023
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