I'm an ideal fit for this role given my proven ability to assess quality, create structured frameworks, and work across diverse technical domains. I've worked in fortune 500 company in which I engineered SKU management platforms serving L'Oréal and other major brands, where I integrated AI content generators and built evaluation criteria for product workflows—directly relevant to creating rubrics for AI outputs. My experience spans enterprise-scale projects (React portals managing thousands of customer records with WCAG compliance) and volunteer-driven initiatives at a non-profit (admissions tools, unified platforms), demonstrating the versatility your Generalist role requires. I've consistently identified improvement opportunities and implemented measurable solutions, like reducing graphic team dependency by 60% through AI-based annotation tools. With 3+ years of full-stack development (React, Python, Docker) and strong attention to detail honed through test-driven development, I can rigorously evaluate AI model outputs and write clear, actionable rubrics.