Reducing loan-application drop-off for a digital lender
Field research revealed document-anxiety, not form length, as the culprit; progressive disclosure and a prep checklist fixed it.
Outcome: Completion +41%

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Studio and capstone projects across fintech, health, govtech and SaaS — each following one template: context, research, decisions, testing, outcome.
Field research revealed document-anxiety, not form length, as the culprit; progressive disclosure and a prep checklist fixed it.
Outcome: Completion +41%
Testing in Telugu, Hindi and Tamil showed translation ≠ localisation; icon-first redesign.
Outcome: First-transaction success +29%
A WCAG audit found 61 violations; rebuilt forms, focus order and contrast.
Outcome: Screen-reader task success 12%→84%
Card sorting + analytics showed 80% of usage in 6 of 40 widgets.
Outcome: Weekly active usage +34%
Contextual inquiry in 15 homes; redesigned notifications and progress views.
Outcome: Support calls −44%
Interviews surfaced COD-trust anxiety; payment step redesigned with delivery transparency.
Outcome: Conversion +18%
A 9-step verification reduced to 4 with inline document capture.
Outcome: KYC completion +37%
Token architecture and governance across 8 teams.
Outcome: UI build time −40%
Tree testing exposed bureaucratic taxonomy failure; eligibility-first IA.
Outcome: Findability 31%→78%
A dark-pattern flow replaced with honest off-boarding.
Outcome: Win-backs +26%, rating +0.6★
Performance-budgeted design tested on 2G throttling.
Outcome: Completion on low-end devices +58%
Consultation UI co-designed by shadowing 12 physicians.
Outcome: Consult admin time −3 min
Metrics are placeholders pending verification; publish only audited results.
Every programme ends with jury-reviewed case studies built the way real product teams work.
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