Senior Software Engineer / Independent AI Product Consultant Independent AI Product Consulting
Work with startup and product teams on AI-powered web applications, image review workflows, ML result dashboards, and frontend performance improvements. Own frontend development for AI-powered product experiences involving image workflows, ML-generated outputs, review interfaces, and human-in-the-loop validation tools. Partner with product managers, designers, backend engineers, and ML teams to translate model outputs into clear user workflows. Reworked data-heavy dashboard and review screens using virtualization, memoization, lazy loading, and optimized rendering, cutting page load times by 42%. Built image review tools that helped product and operations teams process AI-generated visual outputs 38% faster by reducing manual verification steps. Introduced shared UI patterns for confidence scores, comparison views, review states, model explanations, and AI result feedback. Integrated React applications with Node.js and Python services supporting search, image metadata, permissions, workflow status tracking, and reporting. Designed and maintained selected Node.js/FastAPI endpoints for workflow status, review queues, permissions, and reporting views. Implemented React Query for caching, pagination, optimistic updates, background refreshes, and responsive high-volume review workflows. Added frontend monitoring and error-handling improvements using Sentry, reducing production UI issues by 31%.