Signal Validation
Industrial AI / Signal Processing
A time-series preprocessing and validation system with domain filtering, feature hashing, and cross-validation.
Overview
Measurement channels require consistent preprocessing, structured feature handling, and calibrated validation before deployment.
My contribution
Built preprocessing, feature hashing, cross-validation, calibration analysis, threshold analysis, and ONNX export paths.
Technical highlights
- 01FeatureHasher for structured channel encoding
- 02ONNX export for cross-framework deployment
- 03Calibration and threshold analysis plots