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Everything I’ve built.
Shipped and sketched.

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AI & Agents · 2025 Live in production

A retrieval-grounded assistant that answers questions about my work in real time — built on a vector-search backend, streamed token-by-token, and tuned to never hallucinate a project that doesn't exist.

ReactTypeScriptSupabasepgvector
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Project Live

Crucible AI began as an experiment to transform scattered enterprise knowledge into intelligent decision-making. By combining LLMs, secure data pipelines, and automation, it evolved into a platform that turns information into action. 🚀

Python, Microsoft PyRIT
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