Four things
Open a card to see what I have actually built in that field, and what I can do.

SYSTEMS
Systems: build & operate
Web or app — not a demo, but something that actually works. One person takes it from sensor to screen.
- Back-office systems and control screens
- Mobile apps used in the field
- Handling data coming up from sensors and devices
- Operation and incident response after launch

FIRMWARE
Firmware: build & optimize
Send the PCB design; I implement the behavior you want and tune power and stability.
- Implementing behavior from your PCB design
- Sensor, audio and communication integration
- Tuning it to last on battery
- Field updates (OTA) with automatic recovery

DATA
Data analysis
Twenty years working with large-scale manufacturing data. Not a report you read once, but a dashboard your team checks every day.
- Finding what really links process settings to defects
- Catching failure signs before they happen
- Quantifying tool-to-tool variance
- Building a dashboard for day-to-day monitoring

ADVISORY
Guidance & training
We work out together how to approach the three above. Consultation and training are free.
- Deciding what to build, together (free)
- Reviewing the quotes you received (free)
- Build-or-buy judgment
- Training your team afterwards (free)
