• 3 min read
The Unseen Blueprint: Key Principles for Successful Automation
A practical guide to building resilient, secure, and scalable automation systems using service-oriented and data-oriented principles.
Read more →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
Atlas
LLM traffic & quota management gateway with Redis, FastAPI, and Prometheus. Enables intelligent model routing and real-time observability.
Hyperion
Next-generation ML inference platform focused on scalability, high availability, and comprehensive observability for production workloads.
Expertise
Deep technical knowledge across the AI/ML infrastructure stack
LLM Infrastructure
Building scalable systems for large language model deployment, serving, and optimization
ML Platforms
Designing end-to-end machine learning platforms with focus on reliability and performance
Distributed Systems
Architecting resilient, high-throughput distributed systems for mission-critical applications
Latest Insights
Thoughts on AI infrastructure, platform engineering, and tech leadership
• 3 min read
Acting for Promotions vs Being Ready for Leadership
A reflection on the difference between acting for promotions and earning leadership through impact — and how promotion-chasing behaviors harm teams, peers, and the next generation of engineers.
Read more → • 6 min read
What It Means to Be a True Leader
Reflections on authentic leadership through the lens of building teams, making decisions, and creating lasting impact in tech.
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