<![CDATA[Stories by Benjamin Tan Wei Hao on Medium]]> https://medium.com/@bentanweihao?source=rss-fdb8f88f9195------2 https://cdn-images-1.medium.com/fit/c/150/150/1*ld4D9XzFL-Qm52VhelcUeQ.jpeg Stories by Benjamin Tan Wei Hao on Medium https://medium.com/@bentanweihao?source=rss-fdb8f88f9195------2 Medium Tue, 07 Jul 2026 05:07:09 GMT <![CDATA[Android Package Classification in 60 Minutes]]>

Few-shot learning using Google Vertex AI’s language learning model (LLM).

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]]> https://medium.com/dkatalis/android-package-classification-in-60-minutes-with-few-shot-learning-using-google-vertex-ais-llm-78c0199f1e9b?source=rss-fdb8f88f9195------2 https://medium.com/p/78c0199f1e9b Sun, 03 Sep 2023 14:42:24 GMT 2023-09-07T09:39:07.772Z <![CDATA[Training a Custom Object Detector in Half a Day with YOLOv8]]>

The most efficient way to build a powerful KTP detector.

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]]> https://medium.com/dkatalis/training-a-custom-object-detector-in-half-a-day-with-yolov8-5e1475fe201e?source=rss-fdb8f88f9195------2 https://medium.com/p/5e1475fe201e Fri, 21 Apr 2023 05:08:11 GMT 2023-05-05T12:44:03.679Z <![CDATA[Setting up Yatai on GKE]]>

All the steps needed to set up Yatai 1.0 on GKE.

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]]> https://medium.com/dkatalis/setting-up-yatai-on-gke-dc27444bead0?source=rss-fdb8f88f9195------2 https://medium.com/p/dc27444bead0 Mon, 16 Jan 2023 15:40:36 GMT 2023-01-25T03:27:29.010Z <![CDATA[Awesome Background Task Processing in Python with Dramatiq]]>

Detailed documentation of my data merging experiment (and easy-to-follow tutorial).

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]]> https://medium.com/dkatalis/awesome-background-task-processing-in-python-with-dramatiq-640733f2de2f?source=rss-fdb8f88f9195------2 https://medium.com/p/640733f2de2f Thu, 29 Dec 2022 17:15:23 GMT 2023-01-05T03:59:13.651Z <![CDATA[Creating a Mutating Webhook for Great Good!]]>

Or: how to automatically provision Pods on a specific node pool

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]]> https://medium.com/dkatalis/creating-a-mutating-webhook-for-great-good-b21acb941207?source=rss-fdb8f88f9195------2 https://medium.com/p/b21acb941207 Tue, 27 Sep 2022 09:20:32 GMT 2022-09-29T03:45:56.878Z <![CDATA[Automated Model Deployment with BentoML and Kubeflow]]>

Doesn’t it give you warm fuzzy feelings, when automation works the way it should?

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]]> https://medium.com/dkatalis/automated-model-deployment-with-bentoml-and-kubeflow-3ac5bc0d1b3d?source=rss-fdb8f88f9195------2 https://medium.com/p/3ac5bc0d1b3d Thu, 08 Sep 2022 06:58:56 GMT 2022-09-13T05:45:24.968Z <![CDATA[BentoML Quick Start and Initial Impressions]]>

As a Machine Learning Engineer, I’m always on the lookout for tools and processes that would improve the quality of Data Scientists.

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]]> https://medium.com/dkatalis/bentoml-quick-start-and-initial-impressions-459bc93c9b68?source=rss-fdb8f88f9195------2 https://medium.com/p/459bc93c9b68 Thu, 21 Jul 2022 16:21:38 GMT 2022-07-25T10:40:36.736Z <![CDATA[Implementing an OCR for Identity Cards — Part 2: Fine-Tuning]]>

In the first part, Implementing an OCR for Identity Cards — Part 1: Image Preprocessing, I covered the various preprocessing steps I took…

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]]> https://medium.com/dkatalis/implementing-an-ocr-for-identity-cards-part-2-fine-tuning-3b6a846ade97?source=rss-fdb8f88f9195------2 https://medium.com/p/3b6a846ade97 Fri, 17 Jun 2022 05:03:14 GMT 2022-06-28T02:51:45.596Z <![CDATA[Implementing a Feast Linter]]>

In the previous blog post, Common Feature Store Workflow with Feast, I gave an overview of how I implemented a workflow for a common…

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]]> https://medium.com/dkatalis/implementing-a-feast-linter-33e62f97c402?source=rss-fdb8f88f9195------2 https://medium.com/p/33e62f97c402 Tue, 24 May 2022 15:10:35 GMT 2022-06-17T03:40:18.709Z <![CDATA[Common Feature Store Workflow with Feast]]>

Feature stores are a critical piece of Machine Learning infrastructure within the company. In DKatalis, we’ve come to rely on Feast as our…

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]]> https://medium.com/dkatalis/common-feature-store-workflow-with-feast-6698ea666fe8?source=rss-fdb8f88f9195------2 https://medium.com/p/6698ea666fe8 Mon, 23 May 2022 08:34:23 GMT 2022-05-25T07:47:41.460Z