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A User Researcher with a systems lens for turning

contextual gaps

strategic clarity

Bridging a troubleshooter's edge for systemic diagnosis and a designer's instinct for proactive wayfinding.

A simple, minimalist, and geometric character design of a woman thinking with a smile while laying down on her stomach. Above her head there is a diagram of 3 data graphs and lightbulbs

Twitch Case study

The Ads Monetization Gap in User Growth

Why would streamers bypass monetization features in favor of audience growth? How diagnosing lifecycle-specific friction shifted the team from incentives to infrastructure.

Read

A simple, minimalist, and geometric character design of a woman with a magnify glass in her hand while stating at the case study underneath her.

Twitch Case study

Making the Invisible Measurable

What happens when retention and engagement metrics tell different stories? How reframing a multivalent A/B test surfaced a segment the platform wasn't designed to see.

Read

“Architecting clarity from systemic complexity.”

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Made with by nayeri

© 2025 All Rights Reserved

A User Researcher with a systems lens for turning

contextual gaps

strategic clarity

Bridging a troubleshooter's edge for systemic diagnosis and a designer's instinct for proactive wayfinding.

A simple, minimalist, and geometric character design of a woman thinking with a smile while laying down on her stomach. Above her head there is a diagram of 3 data graphs and lightbulbs

Twitch Case study

The Ads Monetization Gap in User Growth

Why would streamers bypass monetization features in favor of audience growth? How diagnosing lifecycle-specific friction shifted the team from incentives to infrastructure.

Read

A simple, minimalist, and geometric character design of a woman with a magnify glass in her hand while stating at the case study underneath her.

Twitch Case study

Making the Invisible Measurable

What happens when retention and engagement metrics tell different stories? How reframing a multivalent A/B test surfaced a segment the platform wasn't designed to see.

Read

“Architecting clarity from systemic complexity.”

email button
Linkedin Button

Made with by nayeri

© 2026 All Rights Reserved

Linkedin Button

A User Researcher with a systems lens for turning

contextual gaps

strategic clarity

Bridging a troubleshooter's edge for systemic diagnosis and a designer's instinct for proactive wayfinding.

A simple, minimalist, and geometric character design of a woman thinking with a smile while laying down on her stomach. Above her head there is a diagram of 3 data graphs and lightbulbs

Twitch Case study

The Ads Monetization Gap in User Growth

Why would streamers bypass monetization features in favor of audience growth? How diagnosing lifecycle-specific friction shifted the team from incentives to infrastructure.

Read

A simple, minimalist, and geometric character design of a woman with a magnify glass in her hand while stating at the case study underneath her.

Twitch Case study

Making the Invisible Measurable

What happens when retention and engagement metrics tell different stories? How reframing a multivalent A/B test surfaced a segment the platform wasn't designed to see.

Read

“Architecting clarity from systemic complexity.”

email button
Linkedin Button

Made with by nayeri

© 2026 All Rights Reserved

Linkedin Button