What I can do
Exploratory testing · API and interface validation · hardware/software fault isolation · prototype test plans · incident documentation.
Systems / primary income
Make connected systems observable, testable and more reliable.
I work across the boundary where a web application, API or test procedure meets sensors, microcontrollers and real-world failure.
What I can prove
ESP/Arduino systems, MQTT, sensors, Processing, Node/web integration, interactive systems and operational quality control.
Current boundary
I do not claim senior automation experience. A public pytest and hardware-simulation proof lab documents the capability as it develops.
Case studies
Have a system, prototype or role to discuss?
Send the current state, constraints and desired outcome. I will reply with the most useful next step.
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