I build AI-powered data products and large-scale analytics systems.
Currently at LinkedIn — architecting intelligent sales infrastructure at the intersection of data engineering and LLM agents.
I'm a Staff Analytics Engineer with 7+ years building data infrastructure that drives revenue decisions. My work lives at the intersection of scalable pipelines, product analytics, and — increasingly — LLM-powered systems that put intelligence directly in the hands of sellers and operators.
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.
Lead analytics engineering for LinkedIn's Marketing Solutions GTM organization, owning data infrastructure that informs revenue strategy across enterprise sales. Architected the NEON Scaled Customer Insights Agent — an LLM-powered platform that surfaces real-time account intelligence for enterprise sales reps. Designed and maintained Trino-based data pipelines at scale, including incremental loading patterns and event classification systems serving the full commercial sales org.
An LLM-powered sales intelligence platform built for LinkedIn's enterprise sales org. Architected a five-step agent interaction flow (Query → Discovery → Insights → Analyze → Export) with account memory persistence, enabling sellers to surface real-time account intelligence without analyst bottlenecks.
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 Q3 Events Crediting with a goal of full pipeline automation and revenue attribution accuracy.
A structured LLM system prompt and agent architecture enabling natural-language analysis of LinkedIn campaign performance data. Dynamically adapts to any campaign-related question, surfacing under-leveraged content topics and top-performing creatives by dwell time, CTR, and conversion metrics.
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I'm always interested in conversations about data products, AI infrastructure, and GTM analytics at scale. Whether you're working on something ambitious or just want to compare notes — reach out.