// stuff I actually shipped
Selected Work
// numbers that kept me employed
Things I Actually Improved
Real numbers from real servers that real people depend on
BFF Endpoints
40+
Backend-for-frontend endpoints for leaderboards, heatmaps, and readiness scores over a multi-tenant model
Throughput
42%
Quiz serving got faster with Redis. Users didn't notice. That's the point.
Search Latency
78%
Search over 10M+ records now under 280ms. Was painful before.
Ingestion Pipeline
50M+
Daily events into BigQuery over Kafka/Pub-Sub, under 30s end-to-end
RAM Usage
85%
1.2GB → 180MB. The server stopped sweating.
Gateway
10K
req/day at under 200ms and it stays up. That's the whole job.