I build high-leverage analytics infrastructure and AI-powered sales intelligence.
At LinkedIn, I focus on data foundations and NEON-scale tooling — from core table strategy and pipeline performance to LLM agents that put insights in front of sellers.
I'm a Staff Analytics Engineer with 7+ years building data products and analytics systems that revenue teams actually use. After years owning NEON scaled insights and programs like ABM and performance measurement, I now sit on Tooling & Data Foundations — improving how our analytical stack performs at scale and how sellers get answers without bottlenecks.
At LinkedIn, I've designed and shipped data products across the full GTM stack: from Trino-based pipeline architecture and incremental loading patterns to a from-scratch AI agent platform for enterprise sales intelligence.
I care about building things that actually get used — which means obsessing over the last mile between a clean pipeline and a decision that changes behavior.
Built and scaled GTM tools for Sales and Marketing teams to showcase ROI of advertising on LinkedIn.
An LLM-powered sales intelligence experience built for LinkedIn's enterprise sales org, alongside a broad NEON scaled-insights portfolio. Architected a five-step agent flow (Query → Discovery → Insights → Analyze → Export) with account memory persistence so sellers get account-level answers without waiting on analysts.
End-to-end classification pipeline for event-related ads at LinkedIn Marketing Solutions. Designed an extensible schema and LEFT ANTI JOIN incremental loading pattern in Trino, powering events crediting and cleaner revenue attribution — built for automation and accuracy as the business scales.
Hands-on work to make large-scale insight tooling faster and more dependable: GenAI-assisted optimization pilots on the heaviest NEON tools, measurable runtime improvements on core workloads (including large wins on measurement and multi-messaging-style pipelines), and strategic investment in shared tables — e.g., audience and engagement surfaces that unlock many downstream reports. Paired with operational excellence on CIQ/Merlin reliability and clear PRDs when bringing cross-functional partners along.
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I'm always interested in conversations about analytics engineering, data foundations at scale, AI for internal tools, and GTM intelligence. Whether you're working on something ambitious or just want to compare notes — reach out.