Hi, I'm
Carrie.
Architecting The Human Algorithm — at the intersection of engineering systems and social psychology.
Selected Work
Scaling platforms for billions of interactions across identity and engagement.
The Zero-Friction Entryway
Modernized legacy sign-in architectures to reduce bounce rates by 22%. Scaled intelligent device pairing for living room environments.
EZConnect Framework
Unifying mobile interaction with 10-foot TV experiences to solve input fragmentation.
Strategic Memos
Thought leadership on the future of social, video, and the creator economy.
Entropy's Carnival: The Battle for Attention in the AI Era
A product manager's perspective on the essence of entertainment, zero-sum games, and future forms in the age of generative AI.
The Trap of 'Perfect Code': Why the Best Tech Doesn't Always Win
Technology is the skeleton of a product, but empathy for the human experience is its soul. Lessons from Jobs and Musk.
The Monetization Matrix: From Attention Economy to Value Extraction Per Minute
A strategic analysis of content platform monetization in the AI era, drawing on models from Netflix, Roblox, and TikTok.
Dopamine Alone Is Not Enough: Defending the Moat of Long-Form Video
In the era of the "3-second attention span," how can Netflix and Disney+ defend their final moats against TikTok?
Creative Lab
Where product instinct meets creator empathy and safety engineering.
Platform Power User
Managing a personal brand with 100k+ reach is more than a hobby; it's a living laboratory for product insights.
I stress-test retention tools, thumbnail A/B patterns, and community features on my own audience before proposing system-wide changes.
Algorithmic Safety Gates
Engineered LLM-powered moderation pipelines for internal creator communities. Balancing automated triage with human oversight.
Philosophy
"Building for Scale without losing the Soul."
My background as an Android Engineer means I understand the "how." My tenure in Product means I understand the "why."
I believe the best platforms are those that disappear into the background—enabling human connection without getting in the way. I optimize for Joy per Transaction as much as DAU.
Off Screen
