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+ ---
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+ tags:
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+ - ai-agents
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+ - developer-tools
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+ - image-models
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+ - evaluation
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+ - retrieval
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+ ---
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+
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+ <div align="center">
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+ <img src="https://raw.githubusercontent.com/uuzzrm/uuzzrm/main/assets/profile-header.svg" alt="Ruiming Zhao - Prysai AI systems and developer tools" width="100%" />
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+ </div>
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+
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+ <table>
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+ <tr>
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+ <td width="68%">
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+ <h1>Ruiming Zhao</h1>
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+ <p><strong>AI agents, image model training, and developer tools.</strong></p>
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+ <p>I build and inspect AI systems that hold up beyond the demo: agents, retrieval, evaluation, and tool use in real developer workflows.</p>
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+ </td>
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+ <td align="right" valign="top">
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+ <strong>uuzzrm</strong><br />
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+ USA<br /><br />
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+ <a href="https://github.com/uuzzrm">GitHub</a><br />
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+ <a href="https://prysai.com/">Prysai Lab</a><br />
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+ <a href="https://www.linkedin.com/in/ruiming-zhao">LinkedIn</a>
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+ </td>
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+ </tr>
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+ </table>
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+
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+ <hr />
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+
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+ ## The work
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+
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+ 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.
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+
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+ The standard is simple: fewer impressive demos, more systems that can be tested, understood, and improved.
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+
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+ <table>
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+ <tr>
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+ <td width="33%" valign="top"><strong>AI agents</strong><br /><br />Tool use, retrieval, evaluation, and operational boundaries for dependable workflows.</td>
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+ <td width="33%" valign="top"><strong>Image models</strong><br /><br />Full-quantization training and fine-tuning workflows for image AI models since 2024.</td>
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+ <td width="33%" valign="top"><strong>Delivery systems</strong><br /><br />Documentation, checks, release paths, and infrastructure that make work inspectable.</td>
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+ </tr>
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+ </table>
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+
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+ ## Building with Prysai
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+
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+ <table>
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+ <tr>
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+ <td>
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+ <sub>FLAGSHIP / EVIDENCE-LED LEARNING SYSTEM</sub><br />
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+ <a href="https://github.com/Prysai/Prysai-LLM-Playbook"><strong>Prysai LLM Playbook</strong></a><br /><br />
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+ 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.<br /><br />
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+ <a href="https://github.com/Prysai/Prysai-LLM-Playbook">Repository</a> &middot;
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+ <a href="https://docs.prysai.com/llm-playbook/">Documentation</a> &middot;
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+ <a href="https://huggingface.co/spaces/Prysai/Prysai-LLM-Playbook">Hugging Face Space</a>
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+ </td>
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+ </tr>
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+ </table>
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+
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+ <p><sub>Public development candidate: structure and checks are available to inspect; broader learner validation and independent review remain in progress.</sub></p>
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+
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+ ## Selected open-source contributions
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+
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+ <table>
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+ <tr>
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+ <td><a href="https://github.com/jupyterlab/jupyter-chat"><strong>jupyterlab/jupyter-chat</strong></a><br /><sub>Test reliability</sub><br />Isolated YStore databases for parallel UI tests.</td>
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+ <td><a href="https://github.com/microsoft/agent-framework"><strong>microsoft/agent-framework</strong></a><br /><sub>Agent runtime</sub><br />Operational warnings and prompt-cache usage preservation.</td>
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+ </tr>
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+ <tr>
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+ <td><a href="https://github.com/gnt-ai/gnt"><strong>gnt-ai/gnt</strong></a><br /><sub>Agent CLI</sub><br />JSON automation, connectors, documentation, and review output.</td>
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+ <td><a href="https://github.com/vllm-project/semantic-router"><strong>vllm-project/semantic-router</strong></a><br /><sub>Routing and observability</sub><br />Replay attribution, cache consistency, and stable lifecycle checks.</td>
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+ </tr>
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+ <tr>
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+ <td><a href="https://github.com/livekit/agents"><strong>livekit/agents</strong></a><br /><sub>Voice AI</sub><br />Explicit Google Speech-to-Text project selection with compatibility preserved.</td>
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+ <td><a href="https://github.com/oomol-lab/open-connector"><strong>oomol-lab/open-connector</strong></a><br /><sub>Product integration</sub><br />Expanded Resend workflows and resilient run-log summaries.</td>
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+ </tr>
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+ </table>
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+
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+ <p align="center"><sub>Build carefully. Measure what matters. Keep the boundary visible.</sub></p>