Gyronics
Assistive wearable hardware for device interaction.
I co-founded and lead Gyronics Technologies, a deep-tech team building Axol: a wearable that turns movement into digital device control, designed first for people with upper-limb differences.
Built and continuing
Axol
Axol combines inertial sensing, onboard signal preprocessing, haptic feedback, and gesture classification to turn motion into control. It started as serious research into real-time wearable gesture recognition and continues as applied work at Gyronics.
The work is motivated by a simple question: how can people use natural movement to interact with digital devices in ways that are useful, dependable, and accessible?
Technical platform
GAPIS
GAPIS is the SDK and API layer created around Axol's gesture pipeline, intended to let developers build applications on the same interaction system. The platform work included a concurrent API layer and adaptable communication using protobufs.
Research into product
Gyronics is where wearable-systems work is tested against real engineering constraints: hardware integration, signal quality, interaction reliability, and practical use.
Current direction
- False-gesture rejection.
- Larger gesture-set neural networks and swipe-to-text interaction.
- Multimodal wearable interfaces, including sEMG and FMG.