style: two column selected work side-by-side
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{
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"title": "AI-first Design System Guidance Tooling",
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"description": [
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"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.",
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"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.",
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"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."
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],
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"date": "2025 – 2026"
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},
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{
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"title": "Telemetry & Observability Stack Architecture",
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"title": "Telemetry Stack Architecture",
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"description": [
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"Shaped product telemetry architecture spanning frontend UI, backend integration, and AI interaction streams.",
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"Championed migration from legacy telemetry solutions to OpenTelemetry. Integrated Oracle APM for enterprise-grade performance monitoring.",
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"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.",
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"Designed action-root hybrid sampling strategy to achieve a 92% telemetry volume reduction while preserving critical user-behavior signals.",
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"Delivered in-app trace visualizer, driving up telemetry adoption among teams."
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],
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