---
title: Grounded Systems
emoji: 🌍
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colorTo: gray
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short_description: Independent ML research and engineering
---
<p style="font-family: monospace; font-size: 13px; color: #9ca3af; line-height: 1.7;">
Independent research and engineering in retrieval systems, structured prediction, and constrained LLM output.
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<p style="font-family: monospace; font-size: 13px; margin-top: 12px;">
<a href="https://huggingface.co/spaces/grounded-systems/README" style="color: #c8b89a;">→ View portfolio</a>
</p>