Remote AI evaluation + workflow roles

Clear judgmentfor AI work.

Hands-on evaluation, UAT, evidence review, and workflow improvement grounded in real operating experience.

Open to fully remote opportunities.

Where I add value

Make the finding useful.

Compare outputs against a clear rubric, validate claims, surface inconsistencies, and write feedback another person can act on.

Rubric scoring, evidence validation, quality review

Test the real task from a user perspective, document friction precisely, and separate blocking defects from useful improvements.

Workflow checks, edge cases, reproducible findings

Map handoffs, inputs, exceptions, and finish lines so a practical system can hold up outside the demo.

Process clarity, reporting judgment, operational follow-through

Evidence, not adjectives

Different lanes, one operating pattern: understand the work, shape the system, test it, then finish it carefully.

Private prototype

Problem: Return decisions depend on evidence scattered across orders, carrier events, customer messages, and policy records.
Response: I designed and implemented a prototype that turns source records into a readable timeline and an evidence-readiness report.
Evidence: The representative interface and sample report use a synthetic Shopify order, keeping the demonstration concrete without exposing customer data.

Private prototype. Representative synthetic-data screens are shown here; the source repository is not public.

Active AI media

Problem: Fast moving AI stories lose value when research, scripting, visuals, and review live in disconnected steps.
Response: I built a repeatable media workflow that connects source review, clear scripting, visual systems, and production checks.
Evidence: The live channel shows the finished explainers. The operating workflow keeps speed behind source quality and human review.

Live brand

Problem: An independent apparel brand needs consistent product storytelling and campaign execution without a large creative team.
Response: I use AI across creative direction, catalog-grounded storytelling, campaign production, and the systems behind the storefront.
Evidence: The store is live, the products are real, and the visuals demonstrate how the brand moves from catalog facts to finished creative.

Working fit

I work best where quality, evidence, process, and human judgment have to meet.

If the role needs careful evaluation and operational judgment, the fastest next step is a direct conversation.