Expertise
Strategy meets
system design.
From the first customer signal to the final activation gate, I design for clarity, review and reliable operation.
01Marketing automation and journey orchestration
Customer journeys, lead nurturing, segmentation, campaign operations and multi-channel coordination.
02AI workflow design
Structured prompting, constrained analysis, schema validation, evidence retention, fallbacks and human approval.
03Marketing engineering and integrations
n8n, Make, APIs, webhooks, JavaScript transformations, error handling and idempotency.
04Paid-media operations and reporting
Google Ads analysis, LinkedIn Ads optimisation, deterministic KPIs and controlled change planning.
05Governance and reliability
Consent controls, credential separation, safe mock modes, audit trails and explicit activation gates.