This proposal introduces a scalable architecture for processing and analyzing high-volume GPS, ADS-B, and AIS data streams to enable low-latency, large-scale spatiotemporal analytics, built on a hybrid stack comprising PostgreSQL with PostGIS, Spark, Cassandra, and Iceberg.