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UX Algorithms and Strategies

Parnavi Dinkar | Aishani Goel

Project at a Glance
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Problem & Context

Post-pandemic digital behaviour changed fast - attention spans fragmented, trust dropped, and users began interacting with products more emotionally and less predictably. Many digital systems still assumed linear, rational usage, leading to friction, fatigue, and disengagement.

The problem wasn't UI polish - it was outdated interaction logic.

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Solution & Iteration

The project studies post-pandemic patterns across platforms to identify repeatable behavioural signals, decision loops, and moments of drop-off. These insights were translated into conceptual UX frameworks and strategic models that help designers anticipate behaviour instead of reacting to it.

Rather than prescribing interfaces, the work focuses on interaction logic - when to guide, when to pause, and when to reduce cognitive load.

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Impact & Outcome

The project resulted in a set of adaptable UX strategies that help teams design more resilient, behaviour-aware products.

 

By reframing UX as a system of signals and responses, the work supports clearer decision-making, reduces friction in complex flows, and provides a strategic lens for designing in uncertainty-heavy environments.

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