Case studies

Automotive, autonomous driving

Autonomous driving middleware deployed across tens of thousands of vehicles

At Rivian: middleware that coordinates real-time AI and vision workloads across CPUs, GPUs, and specialized accelerators, running in production across tens of thousands of vehicles.

Deployed in production across tens of thousands of vehicles
Production deployment of GPU-accelerated LSTM models
Millisecond-level latency issues resolved across multiple ECUs

High-voltage asset monitoring

LoRa IoT condition monitoring for high-voltage electrical assets

At TerraSense Analytics: leadership of hardware and software development for CRWN, with multi-SoC STM32 devices recording ultrasonic audio, a custom LoRa protocol with cellular transmission, edge AI processing, and a server-side database and GUI.

10 devices deployed in a short development cycle

Defense

Multi-stream edge AI video analytics for a defense target-acquisition product

At TerraSense Analytics: technical leadership of MIST, with NVIDIA DeepStream and GStreamer pipelines processing multiple video streams with AI at the edge, Cassandra and Kafka for data, and an integrated GUI.

Real-time processing of an edge AI workload across 2 sensor modalities

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