Take an AI product from 0 to 1,Monetize further
4+ years of product and data analytics experience across AI, global expansion, consumer-facing products, and startups. Led a million-DAU overseas image tool and drove the launch of an AI-powered image solution from 0 to 1, achieving monetization and scaling user acquisition through paid growth.
From product definition to growth review, complete the entire lifecycle independently.
It's not just about requirements documentation: product strategy, subscription pricing, ROI on ad spend, and data review all rely on the same unified framework.
AI product 0 to 1
Led the end-to-end delivery of consumer AI products (e.g., AI images, AI video), from market analysis and feature planning to version roadmaps and iterative launches.
Subscription Monetization and Paid Funnel
Iterate onboarding, paywall, and subscription flows alongside A/B testing and localized pricing to align revenue with downloads.
Global Ad Campaigns & Attribution
ASA and Meta ad campaigns with Firebase and Singular attribution; build the Install → Paywall → Trial → Paid → Revenue funnel.
Data Analysis and Metrics Framework
From conversion, retention, subscriptions, repeat purchases, and LTV to expenses, D0 ROAS, and ROI—driving bidirectional analysis to improve product line profitability.
See results first, then the method.
AIFOTO from 0 to 1
An AI-powered image editing tool designed for global markets to drive growth beyond our existing product lineup.
ReSnap Paid Funnel Optimization
For AI consumer products targeting the U.S. market, optimize install-to-trial conversion rates as user acquisition costs rise.
Boost iOS subscription revenue in Poland
Subscription revenue and download counts are misaligned; the feature entry point does not match the user journey's payment timing.
Four Phases, One Core Thread
AI Product Manager · Consumer (ToC) – International Markets
End-to-end coverage of product design, AI deployment, subscription monetization, ASA/Meta advertising, and data analytics.