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README.md

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-title: README
-emoji: 👀
+title: Ford AI
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+colorTo: indigo
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+pinned: true
+short_description: Driving enterprise AI inference and on-prem optimization.
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-Edit this `README.md` markdown file to author your organization card.
+<div align="center">
+
+<br>
+
+![HPC](https://img.shields.io/badge/HPC-High_Performance_Computing-003478?style=for-the-badge)
+![AI](https://img.shields.io/badge/AI-Applied_Research-003478?style=for-the-badge)
+![Inference](https://img.shields.io/badge/Inference-On--Premise-003478?style=for-the-badge)
+
+<br><br>
+
+# AI Engineering Team
+
+### Exploring, optimizing, and deploying frontier AI — on our own terms.
+
+<br>
+
+![Status](https://img.shields.io/badge/Status-Actively_Researching-success?style=flat-square)
+![Focus](https://img.shields.io/badge/Focus-Enterprise_AI-003478?style=flat-square)
+![Open Source](https://img.shields.io/badge/Open_Source-Contributor-0a66c2?style=flat-square)
+
+<br>
+
+</div>
+
+<img src="https://capsule-render.vercel.app/api?type=rect&color=003478&height=3&section=header&reversal=false" width="100%"/>
+
+<br>
+
+<div align="center">
+<table width="90%" border="0" cellspacing="0" cellpadding="0">
+  <tr>
+    <td align="center" valign="top" width="33%">
+      <br>
+      <img src="https://img.shields.io/badge/Inference_Optimization-003478?style=for-the-badge"/>
+      <br><br>
+      Researching and improving how large models run on private, on-premise infrastructure. Focused on latency, throughput, and resource efficiency.
+      <br><br>
+    </td>
+    <td align="center" valign="top" width="33%">
+      <br>
+      <img src="https://img.shields.io/badge/Applied_Research-0a66c2?style=for-the-badge"/>
+      <br><br>
+      Continuously evaluating emerging foundation models to understand how they can be adapted to real-world, enterprise-scale applications.
+      <br><br>
+    </td>
+    <td align="center" valign="top" width="33%">
+      <br>
+      <img src="https://img.shields.io/badge/Software_Development-1a1a2e?style=for-the-badge"/>
+      <br><br>
+      Building and collaborating on tooling, deployment frameworks, and integrations that make AI more reliable and production-ready.
+      <br><br>
+    </td>
+  </tr>
+</table>
+</div>
+
+<br>
+
+<img src="https://capsule-render.vercel.app/api?type=rect&color=003478&height=3&section=header" width="100%"/>
+
+<br>
+
+<div align="center">
+
+<h3>Tech Stack</h3>
+
+<br>
+
+![Python](https://img.shields.io/badge/Python-3776AB?style=for-the-badge&logo=python&logoColor=white)
+![Kubernetes](https://img.shields.io/badge/Kubernetes-326CE5?style=for-the-badge&logo=kubernetes&logoColor=white)
+![Docker](https://img.shields.io/badge/Docker-2496ED?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![NVIDIA](https://img.shields.io/badge/NVIDIA-76B900?style=for-the-badge&logo=nvidia&logoColor=white)
+![HuggingFace](https://img.shields.io/badge/Hugging_Face-FFD21E?style=for-the-badge&logo=huggingface&logoColor=black)
+
+<br><br>
+
+</div>
+
+<img src="https://capsule-render.vercel.app/api?type=wave&color=003478&height=80&section=footer" width="100%"/>
+
+<div align="center">
+<br>
+
+*Part of the open-source AI community.*
+
+<br>
+</div>