About Me

I’m an infrastructure and AI enthusiast focused on cloud-native technologies, machine learning integration, and DevOps automation. This blog serves as a space to document real-world experiences with Kubernetes, AI/ML model serving, and modern CI/CD workflows.

  • Kubernetes Ecosystem: From managing lightweight K3s clusters to orchestrating distributed workloads on MicroK8s, I explore how to build scalable, resilient infrastructure using open-source tools.

  • AI/ML Integrations: Demonstrating how models like LLaMA, GPT4All, and Langchain4j are deployed and optimized using platforms like Kubeflow, with a focus on enabling real-time AI capabilities in Kubernetes-native environments.

  • CI/CD Automation: Sharing the design of robust GitLab- and Jenkins-powered pipelines for hybrid and edge deployments, aligned with best practices in software delivery and MLOps.

Rooted in a passion for open-source and continuous learning, this blog aims to offer practical insights, lessons learned, and hands-on guides for developers and engineers navigating the intersection of infrastructure, AI, and automation.

Get in Touch: Interested in collaborating, contributing, or just having a conversation? Reach out via LinkedIn . Always happy to connect with fellow builders and enthusiasts.

See Hiong

Hosted & Open-Source Projects

Explore some of the most popular open-source and live experimental web applications I’ve built, hosted directly on seehiong.github.io :

🚀 HDB Resale Price Predictor - An in-browser machine learning valuation engine evaluating 600 XGBoost decision trees directly in JavaScript (< 1ms latency) with interactive transaction maps across 9.8k HDB blocks and 2.4k private condos related post

💬 Multi-Model Chat - Side-by-side AI evaluation arena to compare streaming responses across OpenAI GPT, Claude, Mistral, and local Ollama models in real time GitHub

🎵 NoteFlow Studio - A web-based music IDE and synthesizer using text notation, realistic Web Audio instruments (piano, strings, drums), and an AI songwriting assistant related post

📝 Markdown Editor Pro - A feature-rich React markdown editor with split live preview, LaTeX math typesetting, and instant export utilities GitHub

🎯 ATS Buddy - A private-by-design resume analyzer running 100% in-browser via WebLLM or local Ollama with match scoring and keyword detection with zero server uploads related post

🛠️ TextForge - A developer-focused text, regex, and data manipulation toolkit built using Bolt.diy and OpenRouter, featuring real-time conversion and encoding utilities related post

🤖 Local AI Starter - A zero-backend, 100% client-side local AI assistant starter template powered by WebGPU and Google LiteRT-LM (Gemma) related post

📄 PDFusion - A privacy-first in-browser document engine transforming complex PDFs and tables into structured Markdown with local AI vision related post

🎨 Blender MCP Bridge - An AI automation bridge for Blender 3D modeling and sculpting via Model Context Protocol (MCP) with 90+ tools and multi-agent workflows related post