paraskapoor.com
Work

Media · Audio

Hay House Audio

Audiobook & podcast platform, tuned for speed.

Role · Full-Stack EngineerYear · 2021
−85–90%

search response time

01The problem

Sluggish APIs and slow search on a large audio catalogue.

02The decision

Cache aggressively where reads dominate, and hand search to an engine built for it.

03 — Architecture

  • Redis caching layer cutting API response times ~80%
  • Klevu search integration cutting search time 85–90%
  • Recommendations from favourite artists and bookmarked audio

04 — Outcome

A catalogue that loads and searches near-instantly.

Stack

NodeJSDynamoDBRedisAngular
NextTookan