An analytical growth strategist blending systems-thinking with data analytics to optimize customer acquisition funnels, scale engagement, and build cross-functional conversion engines.
I build data-driven growth models. Moving fluidly between user psychology, analytical engineering, and operational strategy, I focus on building sustainable growth funnels that dramatically improve acquisition metrics.
With an educational foundation in Biochemistry, I naturally approach marketing challenges through the lens of systems engineering, experimenting rapidly and isolating variables to find clear growth catalysts. Whether mapping conversion mechanics or deploying cross-functional campaign lifecycles, I align functional product metrics with strategic high-level commercial outcomes.
Objective: Designed and deployed an automated client acquisition engine to optimize cross-functional metrics for consumer distribution setups under Finger of God Foods and Interior Materials.
By modeling clear conversion funnels and leveraging automated communication rules, this growth architecture reduced cost-per-lead (CPL) metrics by 32% within a tight 90-day window. Developed data schemas to analyze audience behaviors, integrated robust access rules across multi-channel customer communications, and scaled organic touchpoints effectively—improving end-to-end sales channel conversions from a baseline of 10% to a high-converting peak of 25%.
Without tracking mechanisms, marketing campaigns are a black box. This breakdown maps out why true attribution schemas and behavior tracking models are critical to eliminating ad leakages and scaling conversion engines safely.
An incredible product will fail if the value loop isn't communicated to the market. Here is a systems overview of how cross-functional frameworks synchronize deep code engineering with audience-facing growth funnels.
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Available for full-time growth management positions, tactical freelance optimization sprints, and operational design consultation.