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Agentic Systems

Structured business context, deterministic workflow control, bounded model generation, validation, and human approval. MSS and Content Engine show the implemented layers and the learning work still in progress.

AI / Agentic Systems

MSS — Modular Sales System

Problem: Move leads toward booking while keeping business facts and send permissions outside the model.

My contribution: Designed and implemented tenancy, structured context, bounded language drafting, approval, messaging, and booking layers.

Outcome: Core workflow and send controls implemented and verified; the deeper learning layer remains scaffolded.

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AI / Agentic Systems

Content Engine

Problem: Make brand-aware content production repeatable, inspectable, and able to stop when inputs fail.

My contribution: Built structured briefs, validation, asset resolution, resumable orchestration, rendering, and review workflows.

Outcome: Working production components; the complete integrated self-improving loop remains in progress.

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AI / Agentic Systems · Business Operations

DealFlow — Marketplace Resale & Vassa

Problem: Connect marketplace opportunities to verified device facts, disciplined pricing, and permitted next actions.

My contribution: Designed and built discovery, evidence checks, pricing, bounded negotiation, operating records, and the Vassa assistant workspace.

Implementation proof: Documented live validation of evidence-backed offers and negotiation up to an owner handoff; a built and tested Vassa web workspace.

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