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Internal tooling · Private production work

Applied AI Knowledge Workspace

Built internal knowledge tools, background agents, persistent memory, and an interactive domain-specific workflow assistant with Next.js and AI SDK.

Abstract engineered system made from translucent layers and metal forms
Next.jsAI SDKKnowledge retrievalBackground agents

The problem

Turn AI capabilities into dependable tools that fit real internal knowledge and decision-making workflows.

What I built

Built knowledge retrieval, background agents, persistent memory, and a conversational workflow in a production-oriented Next.js application.

The outcome

AI functionality became part of concrete working software instead of a standalone demonstration.

Identifiers, public links, sensitive implementation details, and private metrics are intentionally omitted.

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