SQL and data modeling
Build clear audience rules, exclusions, deduplication logic and reusable query patterns for enterprise campaigns.
I translate campaign requirements into data extensions, SQL segmentation, personalization logic, reusable modules, test plans, tracking and release-ready handoffs.
Build clear audience rules, exclusions, deduplication logic and reusable query patterns for enterprise campaigns.
Design resilient dynamic content with defensive fallbacks, lookup logic and stakeholder-readable documentation.
Build modular, accessible communications that account for Outlook, dark mode, mobile rendering and ESP constraints.
Connect sends, engagement, journey behavior and campaign outcomes to the next operational or business decision.
My financial-services experience sharpened how I think about approvals, source-of-truth content, testing evidence, auditability and the cost of ambiguous handoffs.
I am comfortable owning the space between disciplines: clarifying what was requested, identifying what is missing, explaining platform tradeoffs and moving teams toward a decision.
Separate intent, assumptions, dependencies and acceptance criteria.
Connect data, content, design and code into a maintainable implementation.
Provide testing evidence, risk notes, deployment guidance and measurement logic.
Turn lessons into templates, automation, documentation or reusable application features.