Case Studies Selected work, in depth.

Selected work, in depth.

Each case is a complete account: the problem, constraints, decisions, trade-offs, and honest reflection on what shipped and what didn't.

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The work I'm most proud to defend in a room.

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Every case. Searchable by domain.

0→1 2025–2026

Dalvoy, 0→1: an EdTech product retaining and growing organically

The product I'm currently building from zero. Now past 1 Lakh+ downloads (12K DAU / 94K MAU), with Day-30 retention tripled (3% to 10%), growth doubling month-over-month, and 30%+ organic acquisition at a CPA under $0.10. The newly shipped Dalvoy Shorts feature lifted retention and engagement.

3% → 10%D30 retention
2× MoMgrowth
<$0.10CPA
0→1 EdTech Consumer
Conversion 2025

UPI-first checkout: turning India's payment habit into a 3× conversion lever

Overall checkout converted at 5%. UPI users at 12–14%. Video over the price, two taps to a paid order, open UPI app, or change UPI app. The default became the habit, not the gateway.

~3×UPI cohort conversion
~10 pointspayment SR
99%checkout-load reach
Conversion Payments EdTech
Engagement 2025

Gamifying the read-along lesson: a 4-day A/B win

Added points, streaks and per-word feedback to the read-along surface. The lift was modest, the test was clean. +2.7 points D0 activation held across all 4 days at ~2K users per bucket.

+2.7 pointsD0 activation lift
−1.7 pointsD0 cancellation drop
~2Kusers per bucket
Engagement A/B Test EdTech
Activation 2025–26

Activation, year over year: 25% to 60% on a paid base

Twelve months of compounding work on onboarding, intent capture and first-lesson recommendation. Day-zero activation more than doubled on a paid base. M0 minutes ~3×. DAU/MAU nearly doubled.

25% → 60%M0 active
36 → 101M0 minutes
9% → 17%DAU/MAU
Activation Engagement EdTech
0→1 2025

Live-session booking: from zero to 16% trial booking

Designed and shipped an in-app live-session booking flow from scratch. ~1 in 6 trial users booked a session within their first day, without cannibalising lesson activity. Calendar-first, slot-aware, paced for tutor supply.

~16%trial booking rate
~22%page-load reach
0 → 1feature shipped
0→1 Engagement EdTech
Engagement 2024

Home Page V2: from catalogue to launchpad

The home page wasn't a catalogue, it was a launchpad. Once we treated it that way, lesson starts went up 62% and order creation followed.

+62%lesson starts
+23%order created
scaledA/B test
Engagement Activation EdTech
Engagement 2024-25

Result Page: turning the end of a lesson into the start of the next one

Four shipped A/B iterations on the page every user hits. Practice up 19.5%, orders up to 37%, and payment success up 30.8% on the headline release.

+19.5%practice rate
+30.8%payment success
4shipped tests
Engagement Conversion EdTech
Conversion 2024

Reminding users what they were buying: the checkout features bottom sheet

Surfacing premium features at the moment of payment, without blocking the CTA. Order creation rate jumped 79.8%, payment success 7%.

+79.8%order created
+7%payment success
scaledA/B test
Conversion Checkout EdTech
Systems Thinking 2023

Building a design system from scratch

Scattered Sketch files, inconsistent tokens, no shared components. Token-first architecture built over 6 months, foundation, component library, governance, while the product kept shipping.

50%faster iteration
120+tokens shipped
6 mofoundation to adoption
Design Systems B2B
Retention 2024

Redesigning the membership page to cut churn at SpeakX

20% of subscribers cancelled on Day 0, before completing a single lesson. Redesigned to surface learning progress and clarify subscription value, making the case to stay before the cancel button.

−8%in-app cancellations
−3%Day-0 cancellations
+1%Day-0 engagement
Retention Consumer Engagement
Coming soon 2025

More case studies in progress

Two additional write-ups are being finalised, covering growth loops and a consumer engagement project. Check back soon.

Growth Consumer