Case Studies

Case Studies

Selected work showing how I turn manual processes, scattered information, and fragile implementation details into clearer systems people can use.

Physics of Value: WordPress Redesign and Interactive Content Build

Value delivered: stabilized and polished a complex WordPress presentation layer so a live client site became easier to review, navigate, and trust.

The work covered page cleanup, design consistency, interactive graph QA, readability fixes, custom wrappers, and turning fragile draft material into a cleaner client-facing experience.

This is the clearest example of live consulting delivery: taking something complex, respecting the existing material, and improving the system around it so the final experience feels steadier and more professional.

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SEO Keyword Research Automation

Value delivered: turned manual keyword research cleanup into a repeatable workflow that produces cleaner planning data for content decisions.

The workflow collects, cleans, deduplicates, and structures keyword data using n8n, OpenAI, DataForSEO, and Google Sheets.

The result is a reusable system that makes SEO research easier to run, easier to trust, and easier to extend into future content planning workflows.

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Research Vault: Modular AI Knowledge Retrieval System

Value demonstrated: built a modular retrieval foundation for ingesting knowledge, grounding answers, and making AI workflow experiments easier to debug.

The system uses structured ingestion, document normalization, metadata handling, embeddings, vector retrieval, and local model experimentation to keep knowledge workflows more inspectable.

This prototype shows how I think about AI systems as maintainable workflow infrastructure, not just a chatbot interface.

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Next Step

Need help with a workflow like this?

If your team has a recurring process that is too manual, scattered, or hard to reuse, we can start with one focused workflow and decide whether an audit, prototype, or documentation cleanup is the right next move.

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