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{ {
"title": "AI-first Design System Guidance Tooling", "title": "AI-first Design System Guidance Tooling",
"description": [ "description": [
"Researched and prototyped an AI-first UI Toolkit guidance system leveraging Model Context Protocol (MCP), covering over 260 components and guideline documents in collaboration with 3 frontrunner UX designers.", "Researched and prototyped an AI-first UI Toolkit guidance system leveraging Model Context Protocol (MCP). The tool covered over 260 component guideline documents, code samples and development best practices. It was authored in collaboration with 3 frontrunner UX designers, scaling their expertise across multiple teams.",
"Created an automated code review bot leveraging this knowledge corpus, successfully trialed across 4 platform and app delivery teams to validate UI changes early in development." "Created an automated code review bot leveraging this knowledge corpus, successfully trialed across 4 platform and app delivery teams to validate UI changes early in development."
], ],
"date": "2025 2026" "date": "2025 2026"
}, },
{ {
"title": "Telemetry & Observability Stack Architecture", "title": "Telemetry Stack Architecture",
"description": [ "description": [
"Shaped product telemetry architecture spanning frontend UI, backend integration, and AI interaction streams.", "Shaped product telemetry architecture spanning frontend UI, backend integration, and AI interaction streams. Championed migration from legacy telemetry solutions to OpenTelemetry. Integrated Oracle APM for enterprise-grade performance monitoring.",
"Championed migration from legacy telemetry solutions to OpenTelemetry. Integrated Oracle APM for enterprise-grade performance monitoring.",
"Designed action-root hybrid sampling strategy to achieve a 92% telemetry volume reduction while preserving critical user-behavior signals.", "Designed action-root hybrid sampling strategy to achieve a 92% telemetry volume reduction while preserving critical user-behavior signals.",
"Delivered in-app trace visualizer, driving up telemetry adoption among teams." "Delivered in-app trace visualizer, driving up telemetry adoption among teams."
], ],

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