At Freshworks, I led architecture and delivery of a transactional survey feature adopted by 500+ enterprise customers, using Kafka-based event coordination for strong consistency.
I also led a zero-downtime Cassandra migration of 5M+ records and reduced template rendering latency by about 40%. At PayPal, I built a related transactions service handling 50K+ queries per day with p99 latency under 200ms.

