Get SGD58.85 off your premium account! Valid till 9 August 2021. Use the Code ‘SGLEARN2021’ upon checkout. Click Here

About Chen Way Yen

Chen Way Yen

Chen Way Yen

Wayyen manages the on-premise and on-cloud infrastructure resources used by AISG engineers and apprentices. He also works with MLOps, SecureAI and Synergos teams to bring out new tools and platforms for better CI/CD/CT in machine learning.
AI Makerspace

Robustness testing pipeline for NLP with Microsoft CheckList

In order to streamline robustness testing into the AI engineering process, the SecureAI team has made it a priority to integrate robustness testing tools into AI Singapore’s MLOps pipelines. In this article, we will share our experience integrating Microsoft CheckList, as a black-box robustness testing tool, in our CI/CD processes along with various technologies as

Read More »
AI Makerspace

Robustness Testing of AI Systems

Standard model evaluation processes involve measuring the accuracy (or other relevant metrics) on a hold-out test set. However, the performance on these test sets do not always reflect the ability of the model to perform in the real world. This is because a fundamental assumption when deploying AI models is that all future data is

Read More »
AI Bricks/Products

Synergos in Action

We’ve launched Synergos, a Federated Learning platform AI Singapore has been working on. The launch marks the start of a long journey. We invite you to join us on this journey. Let’s start by using it as a tool in your machine learning toolbox, and even contribute your code to the repo. Do share with

Read More »
AI Makerspace

Secure AI Engineering in AI Singapore

With more AI systems being deployed into production, it becomes critical to ensure that the systems are secure and trustworthy. Here in AI Singapore, the SecureAI team is dedicated to developing processes and tools to support the creation of secure and trustworthy AI systems. As shared in the previous article, one of the key ingredients

Read More »
AI Bricks/Products

Synergos Is Officially Launched!

In previous posts (here and here), we gave a preview of AI Singapore’s Federated Learning platform Synergos. Today we are happy to announce that Synergos is officially launched! We begin with a recap of what Synergos is and its main components. The motivation for Synergos Data is at the core of machine learning. Nevertheless, in

Read More »

mailing list sign up

Mailing List Sign Up C360