AI Infrastructure Lab

~/ai-lab

~$ whoami

lei.zhou // AI Infrastructure Engineer

~$ cat mission.txt

Building production-grade agentic systems that ship.

// ACTIVE_SYSTEMS

Agent Engine SDK

Production

Hexagonal Python runtime for autonomous agents

<50msLoop Latency

0External Deps

100%Type Coverage

Multi-Agent Ops

Production

Redis Streams + Celery incident response pipeline

<30sDetection Time

3Active Agents

100%Human-Gated

GPU RAG System

Production

BM25 + Vector hybrid search with LLM-as-judge

80%Cache Hit Rate

<2sRetrieval P95

94%Faithfulness

Deep Research Agent

Beta

OODA-loop synthesis with Source Registry

100%Verified URLs

OODAFramework

<60sCycle Time

// SYSTEM_HEALTH

Languages

Python

95%

Frameworks

FastAPI

92%

AI/ML

LLM Integration

94%

RAG Systems

90%

Infrastructure

Redis

88%

PostgreSQL

87%

Docker / K8s

85%

Observability

OpenTelemetry

82%