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YuHuang0525/README.md

Hi, I'm James πŸ‘‹

AI engineer working on agent workflows, context management, and the backend services that make agents actually production-grade.

Currently contributing to os projects like nanobot and building systems that sit at the intersection of distributed infra and LLM orchestration β€” where context pipelines meet event-driven architecture.

Previously founding engineer of an AI-native commercial insurance brokerage (news by TechCrunch), helped build the backend and infra foundation, powering their agentic workflows from the ground up.

Before that, owned subscription management at Amazon Alexa β€” the service keeping Prime + Alexa+ alive across 80M Echo devices in the US. That's where I learned what "reliable" actually means.


πŸ”— Socials

LinkedIn GitHub


βš™οΈ Tech Stack

Languages & Frameworks

Python Java TypeScript Scala FastAPI Node.js

AWS Native

DynamoDB Lambda ECS RDS S3 SQS CloudFormation Step Functions

Data & Messaging

Apache Kafka Apache Spark PostgreSQL Redis

AI & Agent Infra

LangGraph DSPy MCP Temporal LiteLLM Instructor

DevOps & Tooling

Docker Terraform GitHub Actions Datadog

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