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#architecture
2 posts
engineering Feb 25, 2025 11 min read
Edge-First: Our Real-Time Traffic Intelligence Architecture
How we process 200+ camera feeds at 30 FPS with sub-100ms latency — from RTSP ingestion to scene reasoning — without touching the cloud.
architecture edge-computing real-time
engineering Jan 15, 2025 2 min read
Building a Visual Reasoning Engine for Indian Traffic
How we designed a five-level reasoning pipeline that goes from pixel-level detection to predictive intelligence — and why Indian roads are the ultimate proving ground.
computer-vision architecture reasoning