CoinDCX
India’s largest crypto exchange
Rebuilt the referral engine
Referral became the cheapest acquisition channel we had, and it replaced paid spend.
Referral share of new users
5%to20%
At $1.5 CAC
Launched the creator channel
I started the creator and influencer channel from nothing. It became our second-largest source of new users.
Creator share of exchange revenue
0.3%to9%
30x growth
Ran the in-house experimentation platform
We used it to lift onboarding conversion and cross-sell by 60%. I also set up the company’s first consumer insights pod.
Onboarding conversion, indexed
100to160
+60% lift
Scaled the crypto futures business
India’s first crypto futures business. I owned the P&L, which meant keeping retail demand and market-maker liquidity in balance.
Futures ARR
$0to$72M
0-to-1 in 18 months
- Revenue growthI grew core revenue 90% with a new product line on cross-chain and fiat rails. A fiat-to-crypto on-ramp and a tiered loyalty programme added another 35%.
- Incentive economicsWhen the 1% TDS and 30% VDA tax came in, I reworked incentives and pricing so growth held on a reset cost base.










