Hi! I'm AsterZephyr.

About Me

I'm an algorithm engineer at a leading digital marketing group, where I design and build real-time bidding systems, ML model serving pipelines, and budget optimization algorithms for programmatic advertising at scale. My day-to-day involves Go and TensorFlow Serving — turning ad auction math into production models that handle millions of bid requests.

On the side, I run an AI infrastructure project: an LLM API gateway aggregating 40+ model providers, a lightweight agent framework, and a service quality monitoring system built on real-token probing. I care about systems that actually work under load — not just demos.

My path: from search-ads-rec system architecture to algorithm research. Currently exploring LLM4Rec and unified sequence modeling for large-scale recommendation — where transformer architectures meet feature interaction in conversion prediction. I believe the best way to understand a system is to build it yourself.