01
Workflow automation
End-to-end pipelines for lead qualification, enrichment, CRM hygiene, and cross-team notifications. In daily use across GTM.
n8nWebhooksREST APIs
02
AI-assisted development
Using AI coding tools to build internal tools and automate infrastructure. Ideas become production systems in hours, not weeks.
CursorClaude CodeClaude CoworkClaude DesignLLMsPrompt Engineering
03
GTM process engineering
Lead routing, pipeline prioritization, SDR playbooks, and performance visibility. Method frameworks like MEDDICC tied into how the team actually works. On the CRM side: introduced Salesforce, worked with HubSpot, and co-introduced Nooks.
SalesforceHubSpotNooksProcess DesignMEDDICC
04
Infrastructure & self-hosting
Production services on self-managed infrastructure: Docker, reverse proxies, monitoring. Same rigor for personal and team tooling.
DockernginxLinuxCloudflare