[ Editorial Notes · Araskova Labs ]
Journal.
Field notes on embedded AI, micro-controller firmware, and hardware research at Araskova Labs.
- 0107 · 2026 · 6 min
Edge-AI Acoustic Sentinel: Early Cavitation Detection in EV Cooling Loops↗
How on-chip high-frequency piezo audio inference catches micro-bubbles before thermal pump degradation.
07 · 20266 min readaraskova.com ↗ - 0205 · 2026 · 8 min
Automating Material Test Certificates with Hybrid OCR & Schema Matchers↗
Field notes from CIRCOR International on parsing multi-format vendor metallurgical certificates.
05 · 20268 min readaraskova.com ↗ - 0302 · 2026 · 7 min
Thermal Kalman Gateways for Software-Defined Vehicles↗
Real-time junction temperature prediction using Extended Kalman Filtering on ARM Cortex-M4 targets.
02 · 20267 min readaraskova.com ↗ - 0411 · 2025 · 9 min
Why I moved my micro-controller firmware to Rust — mostly.↗
A field report from shipping embedded software in a borrow-checked, memory-safe world.
11 · 20259 min readaraskova.com ↗ - 0508 · 2025 · 5 min
Quantization without regret: a low-latency check list.↗
Six failure modes screened before signing off on INT8 micro-models for microcontrollers.
08 · 20255 min readaraskova.com ↗