Case Studies

Selected projects from my current and past design and engineering practice. The focus of my current work is AI-augmented workflows and agentic systems for judgment-intensive content pipelines. Earlier work spans mobile, wearable, and enterprise interaction design across form factors that didn’t yet have established conventions.

Current Work

A content production pipeline designed around trust

Umbrella · 2024–2026

Content production & delivery pipeline

Overview of the end-to-end process, including approval workflow, author normalization, image creation, and social media.

In Production · since 2024

Automated content approval workflow

Gravity Forms + Gravity Flow with custom hooks that gate content creation behind evaluation and acceptance. Per-genre routing, payment-aware structure, two approval gates: editor approval and creator permission to publish.

In Production · since 2024

Author Normalization

An LLM-augmented pipeline that turns inconsistent submission data into clean contributor records. Bio rewriting, face-aware avatar cropping, and six-platform social URL normalization.

In Production · 2025

Image Creation Service

Service reads approved content, selects a standalone snippet, and composites it onto one of twelve custom-designed templates. Outputs to media library for HITL review.

In Production · 2025

Social Media Generation

Plugin integrated into content production pipeline. Social text generation with editing capability. Publishes to networks in parallel with content as the last step in the pipeline.

In Production · 2026

Collections

A custom WordPress taxonomy for curated reading. Three pieces per collection, reusable across the site, no AI in the curation primitive — by deliberate choice.

In Production · 2026

Mood-Based Discovery

A RAG-powered semantic search that finds content by mood and theme rather than keyword. Every classification is human-reviewed before indexing. Runtime queries pass through two safety layers, and conversations aren’t stored.

Earlier Work

Interaction design across form factors