Hi, I'm Vincent

Tech Lead & Architect

Creator of the Aether Platform. Architecting the future of Safe GenAI infrastructure. Specializing in high-throughput distributed systems and scalable ML platforms.

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Vincent - Tech Leader & ML Architect

Featured Projects

Engineering the next generation of AI infrastructure.

Aether

PlatformProduction-Ready

A production-ready Safe GenAI Platform integrating content safety, traffic governance, ML inference, and real-time observability into a unified system.

GitHub Live Demo

Sentinel

AI SecuritySaaS

A production-grade AI supervision layer that acts as a firewall for LLMs. Enforces compliance, safety, and quality standards in real-time.

Live Demo

Atlas

LLM GatewayProduction Ready

A sophisticated LLM traffic and quota management gateway built with Redis, FastAPI, and Prometheus. Enables intelligent model routing, request limiting, and comprehensive observability for AI applications at scale.

GitHub Live Demo

Core Expertise

Specialized in scalable systems and AI platforms

LLM Infrastructure

High-performance serving, fine-tuning pipelines, and resource optimization for large language models.

ML Platforms

End-to-end MLOps systems, feature stores, and automated model lifecycle management.

Distributed Systems

Resilient microservices, event-driven architectures, and high-throughput data processing.

Latest Insights

Writing about engineering, leadership, and AI.

• 1 min read

2026 展望：当 AI 不再只是陪聊，我们该干点啥？

站在 2025 的尾巴上，聊聊明年我看好的三个方向：Agent 的真正落地，端侧模型的逆袭，以及我们要如何搞定“可信度”这最后一公里。

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• 1 min read

中文测试

测试中文博客文章

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• 3 min read

How “Right but Useless” Words Can Hurt a Meeting

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

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