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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Blog: The Growth Lab Experiments in engineering growth. Building and testing systems that identify, connect with, and convert the audience.

Signal-to-Strategy Feedback Loops in GTM

Build measurement surfaces that route execution data back into strategy before intent signals decay in 14-21 days.

Mar 17, 2026 · 6 min read

Behavioral Segmentation as an Engineering Problem

Behavioral segmentation that adapts to intent signals and engagement patterns is engineering work. It belongs in GTM engineering's scope.

Mar 16, 2026 · 6 min read

Growth Loops for Pre-PMF Startups: Build the Engine First

Pre-PMF startups need learning loops that optimize for discovery speed and become the growth engine when PMF hits.

Mar 13, 2026 · 6 min read