Grow
GTM systems, outbound architecture, RevOps, and growth infrastructure. How I build the machine behind growth.
← Back to Writing50K-account outbound architecture
data-enrichment-powered outbound processing 50K accounts/month with enrichment logic that improved targeting precision and reply rates. Scalable with minimal manual overhead.
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AI-powered enrichment
LLM APIs into enrichment workflows — research → scoring → synthesis → delivery. Agentic GTM systems connecting research → lead routing → campaign execution.
Coming soon →
GTM engineering
How I built the Go-to-Market narrative for HyperElectric — a PMM breakdown covering ICP definition, messaging frameworks, competitive positioning, and enablement assets for three distinct buyer types.
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RevOps systems
Designed and executed a zero-budget GTM strategy combining personalized outreach, community building, and partnership channels to acquire first customers without paid acquisition.
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Product-led acquisition
Built self-reinforcing growth loops that compound over time instead of relying on linear funnel optimization, focusing on retention, referral, and expansion revenue.
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