Designing systems that shape how millions of businesses interact with billions of people.

Current focus: AI-assisted recommendation systems, optimization frameworks, and automation.

Systems thinking

Turning fragmented inputs into coherent product architecture.

Strategy

Finding the highest leverage opportunities from data.

User research & insight synthesis

Translating behavioral patterns into product direction.

Interaction design

Designing clear, scalable experiences across surfaces.

Prototyping & IA

Structuring complex workflows into usable systems.

Experimentation

Testing hypotheses, learning fast, and refining with evidence.

Cross-functional collaboration

“Connecting product, engineering, research, data, and business goals.

Iteration

Improving the system through feedback loops.

Concept modeling

Making abstract product ideas tangible through frameworks.

Opportunity Score

Foundational cross-platform ranking and prioritization infrastructure for Meta Ads Manager.

Goal Expression

A goal framework optimizing over $200 billion per year in advertiser budgets.

Advantage+ Sales

Campaign creation with guided AI automation and optimization for over 10 million advertisers.

Ad Media Editing

Media editing for media flexibility in over 50 billion ad impressions per day.

Placement Controls

Managing decisions around where ads are seen by almost 4 billion people per month.