Writing

2026 · Data Catalog · Data Governance

I Led Deliveries for Enterprise Data Catalogs End-to-End. Here Is What I Learned. →

A quick reflection on my learnings from leading enterprise catalog implementations.

Jonas Ng · 4 min read

2026 · Event Pipeline · System Design

How I Built Analytics for my Portfolio Site using a Modular Approach and Event-driven Pipeline →

To track user interactions across both the 3D room and classic site, built with QStash and Redis.

Jonas Ng · 2 min read

2026 · AI · System Design

Building an AI Chatbot Assistant: Technical Design and Model Choices →

How I built Baymax, an AI assistant chatbot that answers questions about my background using natural language, and the technical decisions behind model selection and caching.

Jonas Ng · 3 min read

2026 · Context Engineering

Context Engineering: The Deciding Factor for AI to be Reliable and Consistent →

How the audience for good data has gradually shifted, and what that means for teams wanting to build reliable AI products.

Jonas Ng · 2 min read