uuzzrm/README

Ruiming Zhao AI agents, image model training, and developer tools. I build and inspect AI systems that hold up beyond the demo: agents, retrieval, evaluation, and tool use in real developer workflows.

uuzzrm USA GitHub Prysai Lab LinkedIn

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The work

I work through the full agent engineering loop: choose the right model and context, connect tools safely, measure quality and failure modes, and turn what works into repeatable workflows.

The standard is simple: fewer impressive demos, more systems that can be tested, understood, and improved.

AI agents Tool use, retrieval, evaluation, and operational boundaries for dependable workflows.

Image models Full-quantization training and fine-tuning workflows for image AI models since 2024.

Delivery systems Documentation, checks, release paths, and infrastructure that make work inspectable.

Building with Prysai

FLAGSHIP / EVIDENCE-LED LEARNING SYSTEM Prysai LLM Playbook A public, six-language learning and practice system for reliable work with LLMs, Codex, Skills, tools, and agent workflows. It pairs concepts with observable labs, acceptance checks, and source boundaries. Repository · Documentation · Hugging Face Space

_{Public development candidate: structure and checks are available to inspect; broader learner validation and independent review remain in progress.}

Selected open-source contributions

jupyterlab/jupyter-chat Test reliability Isolated YStore databases for parallel UI tests.	microsoft/agent-framework Agent runtime Operational warnings and prompt-cache usage preservation.
gnt-ai/gnt Agent CLI JSON automation, connectors, documentation, and review output.	vllm-project/semantic-router Routing and observability Replay attribution, cache consistency, and stable lifecycle checks.
livekit/agents Voice AI Explicit Google Speech-to-Text project selection with compatibility preserved.	oomol-lab/open-connector Product integration Expanded Resend workflows and resilient run-log summaries.

_{Build carefully. Measure what matters. Keep the boundary visible.}