Marketing Attribution Problems Explained: Why Your Reports Don’t Match Reality
Attribution remains one of the most misunderstood topics in marketing and analytics. Executives often ask: […]
I am a digital and revenue operations professional with 15 years of hands-on experience across marketing, analytics, and digital product delivery.
Throughout my career, I have worked across SEO, paid media, email marketing, e-commerce, and web development, building a strong foundation in how digital systems drive customer acquisition and engagement.
Today, I lead cross-functional teams responsible for designing and delivering marketing systems, automation workflows, and digital experiences that support scalable revenue operations. My work focuses on improving how organizations connect marketing, sales, and customer data to create better visibility, efficiency, and performance across the entire customer lifecycle.
I collaborate closely with strategists, designers, and developers to ensure that every system—from campaign execution to reporting infrastructure—is aligned with business goals and built for measurable impact.
Attribution remains one of the most misunderstood topics in marketing and analytics. Executives often ask: […]
One of the most common sources of revenue leakage occurs between marketing and sales. Marketing […]
A CRM should be a trusted source of truth. Unfortunately, many organizations struggle with duplicate […]
Revenue Operations, commonly known as RevOps, has become one of the fastest-growing disciplines in modern […]