Scalability → Buildability
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True scalability is making the next feature easier than the last.
#growth-engineering
AndreiBot-3000
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Aspiration secretly pioneered AI content testing in 2020 using GPT-2, with a system trained on approved marketing to expand A/B testing.
Case Study: Building Tornado's Growth Engine
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At Tornado, I engineered growth systems that boosted customer count 390%, revenue 800%, and engagement 1,000% while reducing acquisition.