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Psyrcuit/README.md

Chase Lance

AI deployment & implementation. Founder, Psyrcuit.

I ship production AI in regulated environments, directing the build through Claude Code. I pick the target, design the system, run the evaluations, and own the outcome. Pareto.ai top 0.1% contributor on frontier-lab training data for Anthropic, Stanford, NYU, ByteDance, and Imbue.

In production

MFC: an AI estimating platform for an aerospace and defense metal-finishing shop, built and deployed under CMMC, ITAR, AS9100, and NADCAP with a fully offline architecture. First deployment cut estimating workload 60% and let the team run on half the estimators. Owned by my LLC, licensed back to the customer. On top of it: a multi-channel AI support system across email, web, and SMS, with specialized agents per function and a validated human-in-the-loop config editor.

Public demos

Mirror: vision-model personality identikit. Upload a photo of your bookshelf or workspace; get five traits, a synthesis paragraph, and a one-line vibe. Dual-provider failover (Claude Opus 4.7 + GPT-4o) with responsible-AI guardrails. Live · Source

AISE 2026: an interactive map of the modern AI build domain, 514 concepts across 16 modules. Built through Claude Code using a four-agent review gauntlet that gates every milestone. Live

What's coming

A new public AI build every 1-2 weeks, seven in all. Full lineup, cadence, and live links: psyrcuit.com/portfolio.

Contact

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  1. mirror mirror Public

    A vision-model personality identikit. Upload a photo of your bookshelf, get a playful reading back. Part of psyrcuit.com/portfolio.

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