Avenue Intelligence

Distributed sensing and analytics platform combining low-power hardware, geospatial context, and decision support.

2023-Present
  • embedded
  • analytics
  • operations
  • ML

System Overview

Pedestrian traffic sensing platform built for privacy-preserving analytics and weak connectivity environments.

Architecture & Components

  • Hardware: Low-power sensing devices. Custom PCB design for power integrity and manufacturability.
  • Firmware: Power management and radio behavior tuned for sparse signal environments.
  • Communications: Multi-path deployment model including AWS IoT Core.
  • Data Infrastructure: Object-storage architecture utilizing ClickHouse and DuckDB for analytical workloads.
  • Analytics: Integration of geospatial and spatiotemporal data for signal reliability.

System Capabilities

  • Off-grid Autonomy: Engineered for remote operation without local power infrastructure.
  • Network Resilience: Data consistency across weak or intermittent communication paths.
  • Privacy by Design: Localized edge processing to preserve signal privacy.
  • Production Scale: Designed for stable transition from prototype to production deployment.
Sys_Log stochastic