BenchMind
A local Python prototype that generates faulty 4 kHz telemetry, resynchronizes CRC-32 UART frames, reconstructs sample timing and applies a Direct Form II Transposed biquad filter cascade.
- Period
- October 2026
- Release
- Local prototype
- Work type
- Independent local prototype
- Development
- AI-assisted, with verification
What I built
A local Python prototype that generates faulty 4 kHz telemetry, resynchronizes CRC-32 UART frames, reconstructs sample timing and applies a Direct Form II Transposed biquad filter cascade.
Developed with AI coding assistance. This page distinguishes the implemented software from proposed integrations.
What was checked
2 automated tests passed locally on 27 October 2026.
Verification date: 27 October 2026. Tests cover the included fixtures and do not establish production performance.
What this demonstrates
Synthetic software verification only. The saved example recovers 1,997 valid frames from 2,000 transmitted frames and reports 25.5 dB attenuation at 50 Hz. Proposed voice, vision and model integrations are metadata, not executed integrations. No physical hardware or OS-isolated sandbox validation.
All projects