At RIM MEDIAGROUP, I took a programmatic DOOH platform from product discovery and validation to MVP and launch. I shaped its marketplace mechanics across auctions, bidding, targeting, pricing, campaign management, and billing.
At DISPL, I drove adoption and expansion of an AI-powered digital signage and audience analytics platform across enterprise clients. I used customer discovery, usage patterns, and client feedback to identify roadmap priorities and improve the pilot-to-commercial journey.
At WELJO, I owned the strategy and growth of three B2C subscription apps for US and European markets, including taking one from discovery through launch. Through funnel analysis and iterative experimentation, I increased onboarding completion 2×, activation 3×, and 7-day retention 5×.
Earlier, I launched and developed a B2C wellness product at MELANETT, increasing 7-day retention by 30% through backlog prioritization and A/B testing. I also built an international outbound business at UNSTOPPABLE FUND and validated an opportunity to productize its process as an RPA solution.

