Castability Product Design
I’ve worked on qualitative labeling projects in early-stage environments without formal labeling software. At Castability, I helped define and apply performance-based labels (tone, clarity, confidence, authenticity) for actor self-tapes, contributing to a structured feedback system used by casting directors and product teams. Data Types: Text, video (human performance), user feedback Labeling Types: Sentiment tagging, intent classification, narrative tone analysis, UX content evaluation I also supported prompt evaluation and message clarity testing for internal product copy and investor communications. As a filmmaker and actor, I bring years of informal experience assessing character intent, dialogue pacing, and emotional trajectory—skills that transfer directly to LLM content review, open-ended text evaluation, and creative annotation.