- Music production & sound design, graphic design, psychology, and neuroscience
- Exploring patterns, perception, and human behavior to inform creative, data-driven growth strategies


Growth Architect and Conversion Strategist with extensive experience designing and scaling high-impact growth engines for mid-market SaaS and DTC companies.
Specializes in diagnosing structural friction, aligning offers with buyer intent, and optimizing CAC, LTV, and ROAS. Expert at translating behavioral and economic insights into repeatable, portfolio-level CRO frameworks and rapid diagnostics.
Proven impact includes improving conversion rates 18–25%, boosting LTV 33%, and codifying frameworks adopted by 80% of client teams. Delivers measurable results by owning strategy end-to-end—ensuring execution is unconstrained by organizational silos or partial control.
Funnel & Conversion Strategy
Portfolio-Level CRO Frameworks
Funnel Diagnostics & Friction Analysis
Behavioral & Intent Alignment
CAC / LTV Optimization
Experimentation Roadmaps
Acquisition-to-Conversion Systems
UX & Messaging Alignment
Pragmatic Institute: PMC Level I & II – Product Marketing & Strategic Positioning
Advanced Product Marketing — LinkedIn
Customer Experience (CX) Strategy — LinkedIn
Lead Generation Accelerator — Semrush
Pragmatic Institute: PMC Level I & II – Product Marketing & Strategic Positioning
Developed a foundation in buyer psychology, persuasion, and conversion dynamics through early roles in sales and customer service, including telesales, retail support, and automotive sales. Transitioned into marketing and operations, gaining hands-on exposure to end-to-end funnel mechanics, campaign support, and behavioral response analysis through e-commerce and financial services environments. This experience established the core principles behind customer decision-making, friction points, and conversion systems that underpin current growth architecture work.