Insights
Technical articles on edge AI optimization, signal processing, and embedded systems engineering.
A Practical Primer on Model Quantization for Edge Deployment
2026-02-10
Quantization reduces model size and inference latency by using lower-precision representations. This article covers INT8, dynamic quantization, and post-training strategies.
Edge AIOptimizationQuantization
Beamforming Fundamentals for Multi-Microphone Systems
2026-01-28
Beamforming uses spatial filtering to enhance signals from specific directions. Essential for smart speakers, hearing aids, and automotive audio.
DSPAudioBeamforming
Achieving Deterministic Latency in Real-Time Embedded Systems
2026-01-15
Real-time systems demand predictable timing. This article discusses RTOS scheduling, priority inversion, and profiling techniques.
RTOSEmbeddedLatency