Across my digital marketing and mobile product agency, I served as Product Manager for mobile apps and Telegram bot funnels in Finance, Crypto, and Esports. I owned roadmaps from requirements through monetization and built dynamic ad-rotation and monetization systems driven by real-time user signals.
I implemented an attribution stack tracking acquisition through revenue and applied AI-powered automation workflows that reduced content operations overhead by 60–70%. I also managed ad spend across Meta, Google, and TikTok Ads and built performance models across EU, CIS, and SEA markets.
At KPI Lead Agency, I built and led a team of three media buyers, achieving $30K+ monthly net profit within the first two months. In 2024, I advised MightyStudy on go-to-market strategy and paid acquisition, and built cohort performance models for its Web3 EdTech business.

