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Data Science & Artificial Intelligence Division
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Introduction to DSAID
Introduction to DSAID
Welcome to the blog of GovTech’s Data Science and Artificial Intelligence Division (DSAID).
Der Yao
Nov 14, 2019
Latest Stories
Deploying Job Recommender Systems in Production
Deploying Job Recommender Systems in Production
Contributors: Joel Foo (GovTech), Jack Ong (former GovTech)
Joel Foo
Dec 7, 2021
Generating Job Recommendations for Jobseekers on MyCareersFuture
Generating Job Recommendations for Jobseekers on MyCareersFuture
Contributors: Fred Teo (GovTech), Clarence Ng (GovTech), Elizabeth Lim (GovTech), Lua Jiong Wei
Elizabeth Lim
Dec 5, 2021
Using Recommender Systems to Improve Job Search with the JumpStart Platform
Using Recommender Systems to Improve Job Search with the JumpStart Platform
Finding a job can be exhausting. The job search process involves sieving through hundreds of options, keeping track of multiple…
Tay Mingfang
Dec 2, 2021
How We Used AI-based Video Analytics to Identify Mosquito Larval Species
How We Used AI-based Video Analytics to Identify Mosquito Larval Species
Project Leads: Dr. Chew Kian Hoe (NEA), Zhao Wenxin (NEA), Deng Lu (NEA), Phoebe Tang (NEA), Jazlyn Ang (NEA)
Teckwee
Sep 14, 2021
How to Curate Data for Computer Vision Models
How to Curate Data for Computer Vision Models
This article introduces the steps to curate data for a new computer vision model. Suitable for those who are new to artificial…
Ning Sung Lee
Jul 5, 2021
How we deployed an Artificial Intelligence (AI) solution quickly during Circuit Breaker
How we deployed an Artificial Intelligence (AI) solution quickly during Circuit Breaker
Want to take a walk in the park but concerned about crowds? Find out how AI is used to provide live data to the Safe Distance @ Parks…
Rachel Shong
Jun 13, 2021
A Manager’s Guide to Dashboarding: How to Avoid Straying Down the Dark Path
A Manager’s Guide to Dashboarding: How to Avoid Straying Down the Dark Path
Star Wars depicts the iconic struggle between the light and dark side of the force. The same conflict lies within the world of BI tools …
Rory Tan
May 4, 2021
Building Text Classifiers to Handle Municipal Issues — Experiments with TF-IDF, GloVe, BiLSTM-CNN…
Building Text Classifiers to Handle Municipal Issues — Experiments with TF-IDF, GloVe, BiLSTM-CNN…
This post is an extension of the main post on building an analytics engine for the MSO chatbot. The intended audience…
Watson Chua
Apr 4, 2021
Training the OneService Chatbot to Analyse Feedback on Municipal Issues Using Natural Language…
Training the OneService Chatbot to Analyse Feedback on Municipal Issues Using Natural Language…
In order to provide a quality living environment for residents, the Municipal Services Office (MSO) needs to tackle municipal issues…
Watson Chua
Apr 4, 2021
Artificial Intelligence in the Food Industry — Using AI to Enhance Singapore’s Food Security
Artificial Intelligence in the Food Industry — Using AI to Enhance Singapore’s Food Security
GovTech and SFA have collaborated to enhance our food security by using AI technology to automate a micro-organism counting process.
Muhammad Nazar
Mar 18, 2021
Internship Experience in DSAID during COVID
Internship Experience in DSAID during COVID
I am Ting Wei, a third-year student majoring in Industrial Engineering in National University of Singapore.
Fan Ting Wei
Oct 22, 2020
Using BERT to Build a Whole-Of-Government Chatbot
Using BERT to Build a Whole-Of-Government Chatbot
If you haven’t already used it before, Ask Jamie is a virtual assistant (also commonly known as a chatbot) implemented on government…
Watson Chua
Oct 17, 2020
Forward-Deployed Teams — A Catalyst for Public Sector Digital Transformation
Forward-Deployed Teams — A Catalyst for Public Sector Digital Transformation
A short introduction to DSAID’s agency-facing data science team.
Joy Luo
Oct 9, 2020
Wanted: Data Scientists — how we designed our first case interview
Wanted: Data Scientists — how we designed our first case interview
A data science team cannot function without data scientists. Good ones, preferably. But what exactly does anyone mean when they use the…
Lin Zi
Oct 7, 2020
Data Literacy — The ABCs in the Age of Data (Part II)
Data Literacy — The ABCs in the Age of Data (Part II)
This article is a continuation from Data Literacy — The ABCs in the Age of Data (Part I). Check it out here if you haven’t already seen it.
Joseph Tan
Oct 5, 2020
Data Literacy —The ABCs in the Age of Data (Part I)
Data Literacy —The ABCs in the Age of Data (Part I)
Getting someone to navigate and understand the complexities of what Data Science and AI really is, can be difficult in the face of the…
Joseph Tan
Oct 5, 2020
(Not-so-)Fantastic Rats and How To Find Them
(Not-so-)Fantastic Rats and How To Find Them
To all Fantastic Beasts fans out there — sorry to burst your bubble, but searching for critters requires more machine learning rather than…
Lionel Teo
Sep 30, 2020
My Internship in GovTech
My Internship in GovTech
Hi everyone! I am Bill, a second-year Computer Science student from National University of Singapore (NUS), and I have just recently…
Bill Chee
Sep 23, 2020
Lessons in managing data science projects
Lessons in managing data science projects
Here in DSAID, when we provide data science consulting services to other public agencies, our officers take on the role of both data…
Lionel Teo
Aug 27, 2020
My DSAID internship experience
My DSAID internship experience
This summer, I worked for twelve weeks as a software engineering intern with the Transcribe team in GovTech’s Data Science and Artificial…
Chow Keng Ji
Aug 19, 2020
The birth of a logo suite
The birth of a logo suite
Can you make a guess what some of these logos represent? The one with the people and globe? You might have guessed that it has something…
Glenn Goh
Jul 6, 2020
10 Steps to host your live digital event
10 Steps to host your live digital event
Trying to shift all your physical meetups and training to a digital platform in a short turnaround time? Read on to find out how we did it!
Mindy Lim
Apr 23, 2020
My Internship Experience in DSAID
My Internship Experience in DSAID
Hello! 😊😊 I’m Elyn See and I’m a third year student from Singapore Polytechnic. I am happy to share with you my internship experience in…
Elyn See
Mar 24, 2020
Using Robust Optimisation and Mixed Integer Programming to manage Singapore’s water resources —…
Using Robust Optimisation and Mixed Integer Programming to manage Singapore’s water resources —…
The reader may need some basic knowledge of probability to understand the content in this segment.
Kai Wei 凯玮
Feb 28, 2020
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