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2021 — 2023 · Meesho

Associate Product Manager

Moved on to logistics and refunds — getting returns approved and money back to customers faster, through sale seasons at 3x order load.

98%

faster refunds after launching UPI as a refund mode

6.5x

faster return approvals for 5M+ returns, at 3x order load

Projects

02 filed · Meesho

01Payments

Insight

  • Whenever a user requested a refund on a return, it took upwards of 8 hours for the company to send the money to their account.
  • This was because the system relied on NEFT/IMPS transfers, driven by and marred with operational delays in processing requests.

Action

  • With UPI rising as a reliable payment mode in the market, spotted it as a prime opportunity to improve this experience.
  • Built a UPI refunds process, removing reliance on operations to manually process refunds.

Outcome

  • 98% faster time to refund for customers.
  • 2-point uptick in User NPS.
02Logistics

Insight

  • Despite sale season falling at the same time every year, and with multiple logistics partnerships, there were breakages in handling fulfilment and returns at 3x order load.
  • With orders growing almost 2x every month, suppliers struggled to track out-of-stock products and refill inventory.

Action

  • Worked with Meesho engineering to build a load-balancing approach for routing queries effectively across 4 logistics partners, while driving partner engineering teams to ready their systems for upcoming scale.
  • Built an easy web UI for tracking inventory on the supplier platform, integrated with a prediction model that warned suppliers before a product went out of stock.

Outcome

  • 60% reduction in timeout errors and 6.5x faster return approvals for 5M+ returns.
  • 1-point uptick in supplier NPS.