
Fractional CTO
Part-time technical leadership: architecture, team direction and delivery, from first prototype to production.

Hands-on CTO and product architect. I work best where physical hardware meets intelligent software.
Three ways to work together, depending on what your product needs now.

Part-time technical leadership: architecture, team direction and delivery, from first prototype to production.

I design and build the product with you, from the first schematic to units ready for production.
A senior second opinion on your architecture, design or production plan, with clear risks and next steps.
I run AI agents across firmware, backend and CAD work, and I stay accountable for the result. Work that once needed a bigger team now moves far faster.
Architecture, constraints and what good looks like.
Firmware, backend and tests, moving at the same time.
Every change is checked by me, then tested on real hardware.
Frontier LLMs, AI harnesses, AI connected to CAD and EDA tools
Frontier LLMs, RAG, Evals, On-device ML, Computer vision, PyTorch
MQTT, EMQX, AWS IoT, mTLS, PostgreSQL, TimescaleDB, Redis, Fleet provisioning, Staged OTA
ESP32-S3, STM32, nRF52, Zephyr, FreeRTOS, Embedded Linux, Secure boot, Signed OTA
Altium, KiCad, High-speed layout, Signal integrity, EMC, Power electronics
Fusion 360, SolidWorks, PCB fitment, DFM
The same five stages, whatever the product.
Goal, users, constraints, risks and success criteria.
The complete system, from hardware to cloud to user experience.
Structured prototypes that validate assumptions quickly.
Reliable hardware, firmware, backend and product logic.
Manufacturing, deployment, monitoring, updates and support.
Products across home appliances, wellness and connected infrastructure.

Firmware, gas and electric heating logic, LCD and touch UI, schedules, diagnostics, MQTT, cloud backend and mobile app.

Vital signs on the wrist: SpO2, cuffless blood pressure, ECG, temperature and heart rate.

MQTT broker architecture, PostgreSQL, TimescaleDB, Redis, device identities and secure onboarding.

Temperature, humidity, power and location telemetry, with alerts and dashboards, for facilities and vehicles.
