I build end-to-end marketing automations, AI Agents, and lead growth marketing initiatives.

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GTM Engineering

  • Leads snoring? I'll have your CRM dancing to the beat of my algorithms in no time.
  • ICP giving you icy stares? I can plug into your databases and extract the insights you need.
  • ABM? SBM? The next shiny abbreviation? Book that call, let's lock your strategy down.

From RAG to Riches

  • Vector Databases → Context Engineering
  • Naive & Graph RAG
  • Building decision engines that actually understand your business context.

Growth Marketing

  • Growth levers that turn your haters into believers
  • Strategy that lives outside your deck
  • Identify, extract, analyze relevant data
  • Actionable insights, quick wins and long-term planning

Agentic Workflows

  • Automate the 'boring but necessary' GTM tasks
  • Turn product features & Reddit threads into high-value assets
  • Monitor LinkedIn engagement to detect rising topics
  • Create content that actually answers your market's questions

Data Infrastructure

  • Clean data pipelines that power your decisions
  • Unified customer view across all your tools
  • The actual hard work that makes AI possible
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Possibility of a slowdown on the I-5 in Los Angeles

Growth Lab Experiments in engineering growth. I build systems that identify, connect with, and convert the audience.

Architecting the Signal Layer: Why GTM Engines Fail at Context

Intent data is a commodity. Every competitor has the same feeds, the same technographics, the same news alerts. The moat isn't finding the signal anymore. It's what you do with it. Here's how to build a GTM engine that reasons, not just reacts.

Feb 19, 2026 · 9 min read

How I Built an ICP Scoring Engine for Supply Chain Risk

Most GTM teams target accounts by industry and revenue. When you're selling a risk product to mid-market manufacturers, that misses the point. I built a scoring engine that factors in disruption exposure, financial vulnerability, and buying readiness to turn 5,000 accounts into 200 worth calling.

Feb 18, 2026 · 11 min read

OTA Market Analysis: What Income Statements Reveal About Competitive Strategy

Data-driven analysis of the online travel agency (OTA) market using financial data to understand competitive positioning, operational efficiency & marketing ROI

Aug 24, 2025 · 3 min read