Why I built this blog?

Why I built this blog?

I built this website because I want one place to record my work and my growth clearly.

I want to document four things:

• research
• journey
• bug fixes and workarounds
• reflection & progress

I have tried sharing my ideas and notes on Reddit, X, Threads, and LinkedIn. They are useful for quick updates, but they cannot fit everything I need. For example, I often need proper math display, PPT showcase, and embedded PDF rendering. Those are important for how I think, build, and explain technical work.

So instead of forcing my content into platform limits, I decided to build my own website.

This blog will mainly track my work across AI engineering, quantitative research & trading infrastructure, and practical MLsystems, including LLM-agent harnesses, local LLM deployment, or multi-modal model for image, video, audio, or even combination of them (e.g. digital human). I am currently building end-to-end quant research workflows, and I also spend a lot of time on debugging and implementation details. I want this space to be a long-term technical notebook, not only highlights.

If you are working on similar topics, I hope these notes can save you time, give you ideas, or start useful conversations.