Articles

A collection of my writings, including blog posts, microblogs, and research papers.

2026

Inside Lyrid's Architecture: Building a Production-Grade PaaS

A comprehensive deep dive into the microservices architecture powering the Lyrid PaaS, exploring specific engineering implementations from gRPC scaling to distributed builds.

Published on article Mar 21, 2026

Engineering the Data Science Lab: A Paradigm Shift in Autonomous Research

An in-depth technical showcase of the Data Science Lab skill. Explore how I developed an autonomous agent capable of conducting end-to-end research on Indonesian socioeconomic data, featuring advanced engineering and strategic policy synthesis.

Published on article Mar 16, 2026

Why ChatGPT is Possible: How Transformers Rebuilt the Modern World

Before ChatGPT, AI was remarkably forgetful. Take a journey through the evolution of 'Sequence Models', the engine under the hood of modern AI, and discover the single breakthrough that finally allowed machines to understand the context of the billion-word world we live in.

Published on article Mar 1, 2026

Can AI Really Code? How We Measure if Machines are Actually Good at Programming

When an AI writes code, how do we know if it actually works or just 'looks' right? Dive into CodeBLEU: the new scorecard that evaluates AI software not just by the text on the screen, but by its logic, structure, and real-world meaning.

Published on article Mar 1, 2026

Giving AI a Map for Sentences: How Syntax Makes Transformers Smarter

AI often misses the nuance in a complex opinion, like distinguishing between a 'great staff' and a 'terrible meal' in the same review. By teaching models to follow the logical 'map' of grammar, we’ve found a way to bridge the gap between machine calculation and human sentiment.

Published on Research Feb 28, 2026