Hi, I'm Vincent 👋

Tech Leader & Architect specializing in LLM Infrastructure, ML Platforms, and Distributed Systems

Featured Projects

Building the next generation of AI infrastructure and platforms

LLM traffic & quota management gateway with Redis, FastAPI, and Prometheus. Enables intelligent model routing and real-time observability.

Next-generation ML inference platform focused on scalability, high availability, and comprehensive observability for production workloads.

ML/AI infrastructure observability platform with real-time monitoring, drift detection, and intelligent alerting for production systems.

Deep technical knowledge across the AI/ML infrastructure stack

Building scalable systems for large language model deployment, serving, and optimization

Designing end-to-end machine learning platforms with focus on reliability and performance

Architecting resilient, high-throughput distributed systems for mission-critical applications

Thoughts on AI infrastructure, platform engineering, and tech leadership

Oct 11, 2025 • 1 min read

测试中文博客文章

Oct 10, 2025 • 3 min read

How “right but useless” comments in meetings waste time, drain focus, and reveal the difference between showmanship and real contribution.

Sep 30, 2025 • 3 min read

A practical guide to building resilient, secure, and scalable automation systems using service-oriented and data-oriented principles.