I design growth loops and flywheels that drive self-sustaining user acquisition, engagement, and retention. My approach combines data-driven strategies, viral loops, content-driven flywheels, and paid amplification to create compounding growth mechanisms. From optimizing onboarding, referrals, and community engagement to integrating SEO, paid media, and automation, I help businesses build scalable, high-impact growth engines. Through continuous testing, analytics, and iteration, I ensure long-term efficiency and sustainable expansion.