Live event-driven system
FP
Flight Price Intelligence
A near-real-time flight-price monitoring platform that polls
multiple travel windows, publishes price observations as events
and stores historical results for comparison and analysis.
4
Tracked date windows
8×
Scheduled checks daily
Event
Kafka-compatible delivery
Python
Redpanda
PostgreSQL
FastAPI
SerpAPI
Linux
SYSTEM FLOW
Price observation pipeline
SerpAPI polling
↓
Python producer
↓
Redpanda topic
↓
Consumer + PostgreSQL
↓
FastAPI + Dashboard
DATA QUALITY
Source validation enabled
Raw responses are archived per search window and API price
insights are checked against the actual returned flight
options.
Raw JSON snapshots
Price mismatch detection
Historical observations