InDKatalisbyBenjamin Tan Wei Hao·Sep 3, 2023Android Package Classification in 60 MinutesFew-shot learning using Google Vertex AI’s language learning model (LLM).
InDKatalisbyBenjamin Tan Wei Hao·Apr 21, 2023Training a Custom Object Detector in Half a Day with YOLOv8The most efficient way to build a powerful KTP detector.
InDKatalisbyBenjamin Tan Wei Hao·Jan 16, 2023Setting up Yatai on GKEAll the steps needed to set up Yatai 1.0 on GKE.
InDKatalisbyBenjamin Tan Wei Hao·Dec 29, 2022Awesome Background Task Processing in Python with DramatiqDetailed documentation of my data merging experiment (and easy-to-follow tutorial).A response icon2A response icon2
InDKatalisbyBenjamin Tan Wei Hao·Sep 27, 2022Creating a Mutating Webhook for Great Good!Or: how to automatically provision Pods on a specific node pool
InDKatalisbyBenjamin Tan Wei Hao·Sep 8, 2022Automated Model Deployment with BentoML and KubeflowDoesn’t it give you warm fuzzy feelings, when automation works the way it should?
InDKatalisbyBenjamin Tan Wei Hao·Jul 21, 2022BentoML Quick Start and Initial ImpressionsAs a Machine Learning Engineer, I’m always on the lookout for tools and processes that would improve the quality of Data Scientists.
InDKatalisbyBenjamin Tan Wei Hao·Jun 17, 2022Implementing an OCR for Identity Cards — Part 2: Fine-TuningIn the first part, Implementing an OCR for Identity Cards — Part 1: Image Preprocessing, I covered the various preprocessing steps I took…A response icon3A response icon3
InDKatalisbyBenjamin Tan Wei Hao·May 24, 2022Implementing a Feast LinterIn the previous blog post, Common Feature Store Workflow with Feast, I gave an overview of how I implemented a workflow for a common…A response icon1A response icon1
InDKatalisbyBenjamin Tan Wei Hao·May 23, 2022Common Feature Store Workflow with FeastFeature stores are a critical piece of Machine Learning infrastructure within the company. In DKatalis, we’ve come to rely on Feast as our…A response icon2A response icon2