Roy Kim

I published a quick demo of my Streamlit chatbot playground for testing multiple AI providers and deployed LLMs from one app. You can switch between assistants and compare AI backends, including Azure AI Foundry and AKS-hosted KAITO models. This is a great testing tool to compare model behaviour, test prompts and latency. youtu.be/Od3lNH2_9ak?si… #AzureAI #AKS #KAITO #Streamlit #LLM #AIFoundry #MicrosoftAgents #GenerativeAI

I tried out the new AKS Desktop app found at github.com/Azure/aks-desk… This is definitely a tool I use to help monitor and manage aks clusters on a regular basis. Here's a quick walkthrough of me trying it out for the first time. The UI is very interactive and responsive. I can only imagine this desktop app will only get better from here. Try it out. Let me know what you think in the comments. #Azure #AKS #Kubernetes #DevOps #CloudEngineering #Microsoft

#MVPSummit 2026 starts today. Can't wait to attend sessions and learn about product advancements related to #auzre #aks #AI #MicrosoftFoundry.

My New Video: A demo showing capabilities of my Retrieval-Augmented Generation (RAG) application on Kubernetes using the Kubernetes AI Toolchain Operator on Azure Kubernetes Service. • Using the KAITO RAG Engine to ingest documents into a vector store • A simple UI with Streamlit for document ingestion and prompt management • Running inference with the Phi-4 LLM hosted directly on AKS The demo also compares LLM prompting with and without RAG to show how Retrieval-Augmented Generation improves grounded responses. youtu.be/2AP1LIeK45g #AI #Kubernetes #RAG #AKS #LLM #microsoft

Kicking off the day at #agentcon Toronto. Excited to get plugged in with the local community sharing knowledge and experience with building AI agents with Microsoft platform. #genai #mvpbuzz #microsoft

Callon Campbell and I are hosting this meetup session tonight. Sign up to hear from Alex Pshul on Microsoft Foundry Agents. meetup.com/cttdnug/events…

Want to run LLMs on AKS without the infrastructure headache? 🚀 I’ve put together a hands-on guide for AKS KAITO (Kubernetes AI Toolchain Operator). 🤖 ✅ Automated GPU provisioning ✅ One-click OSS model deployment (Phi, Llama, Falcon) ✅ Private & secure inference endpoints Check out my repo: 🔗 #readme" target="_blank" rel="nofollow noopener">github.com/RoyKimYYZ/aks-… #AKS #Kubernetes #Azure #GenerativeAI #LLMOps #KAITO #mvpbuzz

Here's my collection of Azure AI demo apps on GitHub covering chatbots, RAG architectures, AKS KAITO and Azure AI Foundry. This repo reflects my hands-on learning journey and supports content shared on my blog and YouTube channel. 🔗 github.com/RoyKimYYZ/azur… #azure #aks #kaito

Autoscaling LLM inference on AKS KAITO enables native, GPU-aware autoscaling for inference workloads without reinventing the wheel. blog.aks.azure.com/2026/02/03/aut… #Azure #AKS #GenAI #LLMs

What’s new with .NET 10 meetup.com/cttdnug/events… #Meetup via @Meetup

My video: Installing KAITO v0.8.x RAG Engine on Azure Kubernetes Service: Architec... youtu.be/JLY6IFJIK7M?si…

Chat Against Private Documents with KAITO RAG Engine on Azure Kubernetes meetup.com/cttdnug/events… #Meetup

My post outlines the installation for the RAG Engine, detailing prerequisites like AKS and GPU provisioning. It guides installing the RAG Engine with a specific model. Finally, it demonstrates indexing documents and querying with RAG Engine. #aks #kaito tinyurl.com/4bkuff53

@HCroitoru and I hosted yet another edition of Toronto Area MVP Dinner in Vaughan last night. We discussed our collaborations of contributing to our technical communities of Microsoft Technologies. Watch out for content and support your favourite Microsoft MVPs for 2026.

My video: youtube.com/watch?v=U1ghEV… I walk through deploying a Streamlit chat app that talks to a KAITO-hosted LLM on AKS, including ingress routing for rapid testing and demos.

My Blog Post: roykim.ca/2025/12/21/ins… I will show my installation steps that are based on with KAITO release v0.8.x, yet I have added ingress controller installation for ease of testing phi-4 model. #azure #ai #kubernetes #aks

Customers often ask us how they can stay up to date with the latest news on AKS and for a good place to share feedback. We hold these live Community Calls each month and this month we will dig into Managed Namespaces on AKS. blog.aks.azure.com/webinars

View my verified achievement from Microsoft MVP Communities. credly.com/badges/d076100… via @credly

Excited to share an opportunity to register for the AI Bootcamp hosted by Microsoft! Join us on August 19-20, 2025, to gain valuable insights from real-world success stories, expert-led demos, and partner solutions showcasing AI in action. Register: microsoft.com/en-us/AIBootca… #AI

Today, I was awarded once again for a 9th year in the Microsoft MVP Award program. I am awarded in the Azure category. Being an MVP is about learning, sharing and building community. #Azure #AKS #AI #MVPbuzz #Microsoft