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About

Huang's headshot

I drive digital marketing end-to-end—from strategy development through campaign design, execution, and performance optimization. Across 15+ clients spanning residential construction, premium equipment, luxury goods, and e-commerce, one principle has remained constant: designing every initiative from how consumers actually behave. This perspective comes from 7.5 years on the B2C retail frontline, where I observed purchasing decisions firsthand.

My career has been shaped by three distinct environments. The first seven and a half years were spent on the retail sales floor—observing what consumers notice, how they compare, and what triggers the moment of decision. At a web production company, directing 28 projects built my technical foundation and execution capability. In my current role at an advertising agency, these experiences converged into a unified practice: market analysis, strategic proposals, campaign design, and performance verification as one continuous process. This layered background forms the basis for judgment that relies neither on data alone nor on intuition alone.

Judgment grounded in evidence, not instinct—to build this foundation, I pursue structured learning outside of work. Research in cognitive science has deepened my understanding of consumer decision-making structures. Systems thinking and statistics have sharpened my analytical frameworks. This learning process has produced three original marketing frameworks—all self-initiated, none required by my employer.

Frameworks

Three original frameworks built on a foundation of cognitive science, systems thinking, and statistics.

PIMVPinterest Integrated Marketing Value Framework
Built on the insight that users' core motivation is exploring possible future selves—a five-layer advertising strategy designed through indirect persuasion paths.
B2B-EMOFB2B Email Marketing Orchestration Framework
A five-layer system for the complexity of buying committees (averaging 12 members, ~31 touchpoints). Its distinguishing feature: an integrated personalization decay mechanism.
BIMIFB2B Instagram Management Integrated Framework
Built on the insight that inconsistent social media presence is more destructive than no presence at all—an integrated framework for systematizing B2B Instagram management.

Services

Marketing

Research / Strategy & Tactics / Analysis / Framework Development

SEO

Research / Current State Analysis / Keyword Strategy / Technical / Optimization

Digital Advertising

Research / Analysis / Operations / Optimization

Implementation

Project Management / Project Operations / Quality Control / Infrastructure Development

Industries

Residential & Housing / Retail / B2B / Advertising / Services, and more

The reasoning behind each case is best shared in person.

If anything here caught your interest, I'd welcome the chance to connect.