Instruments and channels
DAQ workflows, CAN and encoder logs, instrument control and structured test inputs where the system supports them.
Service 03 / Evidence and test
Tests worth
repeating.
Connect instruments, data and analysis so a technical result can be reproduced, reviewed and used to choose the next test.
01 / Problems this addresses
When the result
cannot be repeated.
Measurements become difficult to trust when procedures are informal, instrument settings are unclear or data analysis starts after the test instead of with it.
Typical starting points
Scattered logs, manual test steps, missing operating-point context, instrument integration questions or a design decision that needs better evidence.
02 / Technical capabilities
Turn raw data into
usable evidence.
Automation is shaped around the question the test needs to answer, not around a generic dashboard.
Results with conditions
Plots, efficiency maps, error analysis, Allan deviation or stability measures when the data supports the claim.
03 / Engagement workflow
Make the test
worth repeating.
01Define the question
State the decision and the measurable output.
02Map the channels
Connect instruments, signals and operating points.
03Run a baseline
Capture the current behavior before changing it.
04Automate the repeat
Make the useful procedure consistent.
05Report the boundary
State conditions, findings and the next test.
04 / Representative evidence
Validation across
working systems.
These public projects show hardware, firmware and measured evidence in different forms. They are not presented as completed client contracts.
ESP32 Robotics Control Platform
MATLAB/Simulink integration with IMU sensing, encoder feedback, motor control and self-balancing PID behavior.
View public repository ↗5V / 1A SMPS
Waveform captures and bench validation notes used to review an offline flyback prototype.
View public repository ↗TI Piccolo PMSM dynamometer
Real-time testing, efficiency mapping, validation plots and dual-motor control integration.
View public repository ↗05 / Deliverables
Leave behind
usable evidence.
- Automated test scripts or procedure definitions
- Instrument and data-acquisition configuration notes
- Structured logs, plots and analysis notebooks
- Validation reports with stated conditions
- Prioritized findings for the next test
Evidence follows access.
The method depends on the hardware, instrumentation, data quality and measurement access available.
Start a technical discussion
Make the result
reviewable.
Describe the system, the current test method, what is hard to reproduce and which decision the evidence needs to support.
Start a technical discussion →Or write directly: [email protected]