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UX Research Product Design Design System

Learnet Skills — F&D Program

A 720-hour programme teaching women to run apparel businesses was losing its learners. Field research across six cities found out why, and shaped a bilingual learning app around the answers.

Client Learnet Skills Pvt. Ltd.
Year 2022 – 2025
Scope UX Research, Product Design, Design System, Prototype
Status Completed — project cancelled due to funding
User journey map from awareness to achievement, with actions, challenges and solutions at each stage

The learner's journey, from first hearing about the programme to running a business: what she does, where she gets stuck, and what the design does about it at each stage.

The Problem

Learnet Skills ran a Fashion & Design (F&D) programme for women entrepreneurs in India's apparel sector: 720 hours of training across six centres. Despite strong intent, the programme struggled. English-only materials locked out most participants, the curriculum felt disconnected from local market needs, and dropout was high.

I was brought in as a consultant to diagnose the gaps and design a solution.

"If the materials had Hindi explanations, I would understand better." — participant

Research

A mixed-methods study across Delhi, Patna, Muzaffarpur, Bettiah, Sasaram and Kolkata: a bilingual English–Hindi survey of 157 participants covering curriculum, engagement and assessment, 22 in-depth interviews with participants, and interviews with six trainers. Three problem clusters emerged: language and curriculum accessibility, engagement and dropout, and the complete absence of a standardised way to evaluate progress.

Bar charts: share of participants who struggled with English by centre, and curriculum relevance by centre

Struggling with English ranged from under 40% in Kolkata to nearly 90% in Bettiah. The same centres most wanted a localised curriculum.

Key findings

68% of participants reported significant challenges with English-only materials. 45% wanted more advanced, specialised content, and 56% felt the curriculum didn't justify their time. Every respondent pointed to the lack of any meaningful evaluation, and every trainer was dissatisfied with the curriculum. Dropout was driven by seasonal work, family responsibilities, money, and rigid offline-only delivery.

Bar chart: financial constraints, family commitments and seasonal challenges affecting attendance, by centre

What kept women away, by centre: money, family and the season. The seasonal pull of work was strongest in Patna and Sasaram.

Bar chart: dropout rate by centre, with notes on urban and rural differences

Dropout ran near 40% in the smaller centres, against 20–25% in Delhi and Kolkata.

Who we designed for

The synthesis produced one composite persona: a woman in her late thirties in Patna, a homemaker who tailors part-time, earning around ₹2 lakh a year. She has the skill and the ambition to grow, but not English, not a fixed schedule, and not a way to know whether she is improving.

The Solution

A multilingual mobile learning platform with a tiered programme structure. Three solutions were designed in parallel: a language and curriculum accessibility layer, a hybrid attendance model to address dropout, and a standardised evaluation and screening framework.

The platform supports English and Hindi, with progressive levels (casual learner → screened entrepreneur → returnable-grant beneficiary), flexible scheduling, and a centralised evaluation system.

App sitemap branching from the home screen into learning, community, progress and settings

The sitemap. Language is chosen right after the splash screen, before sign-up, so nobody meets an English-only form.

Two app screens: choosing a learning level, and paying for level one

Three levels, each earned. Level 2 needs a test; Level 3 carries a returnable grant.

Design System

A full component library for the mobile app: Inter as the sole typeface (legibility over personality for a non-English audience), a blue and amber primary and secondary palette, light and dark surfaces, and spacing tokens on an 8px base unit.

Typography scale with padding and spacing tokens
Brand, semantic, light-surface and dark-surface colour tokens

Type scale, spacing, and colour tokens: brand, semantic, and surfaces for light and dark.

Outcome

The design was completed on my end: research, design system, prototype and documentation. The project was cancelled by the client due to funding constraints, not design quality. The work represents a full UX consulting engagement from problem definition through to a shippable prototype.

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