
Documentation as a Design Practice
Practical ways to document, why it works, and how it changed my work
Sogand
I design structure before screens. I clarify scope, model complexity, and turn ambiguous requirements into coherent product systems.
I help teams define real problems, structure decisions, and build scalable product experiences.
I design AI, HealthTech, and Tech-Education products where behavior, data, and decisions intersect.

A selection of projects that show how I approach complex product challenges — from research to execution.

Ongoing product design work for a language learning startup. Shaping the product experience from early concepts to scalable UX flows, with a strong focus on learning behavior and retention.

A conceptual UX case study exploring how users navigate, revisit, and manage long AI conversations. Focused on information architecture, mental models, and sense-making at scale.

UX strategy case study exploring why users disengage over time. Focused on identifying friction points and designing opportunities for long-term engagement and habit formation.
Ideas on product thinking, design decisions, and building clarity in complex work.
Whether you're building a product, improving an existing experience, or looking for thoughtful UX feedback I'd love to collaborate.
