The Adherence Ecosystem
A systems-based framework examining why linear fitness models fail women and how adherence can be designed instead.
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Independent, research-informed applied frameworks exploring adherence, behavior change, and sustainable fitness systems. Each project translates evidence into practical, actionable structures.
Designing for Consistency
A practical behavior-change toolkit for building repeatable routines under real-life constraints.
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