Engineering company Sensing On-device ML Firmware

The intelligence inside safety wearables.

Quanta Sphere develops the sensors, the on-device machine learning and the firmware that let a wearable understand what is happening to the person wearing it — and act before it becomes an incident. We design it, we prove it, and we build it into products of our own.

See the technology Work with us
AirGuard device
Sensor fusionOn-device machine learningEmbedded firmwareBench validationField testing

01 — What we build

A safety wearable is hard for one reason: the decision has to happen on the device.

Anything that waits for a server has already lost the seconds that matter. That constraint shapes every layer of what we do — the sensors we choose, the models we can afford to run, the power budget, the housing. This is the engineering we specialise in.

Sensor fusion that survives the real world

Position, motion, altitude and environment, time-aligned and cleaned on the device — through vibration, cold, wet and the noise of an actual jump, not a desk.

Machine learning small enough to run on a coin cell

Risk models trained on real activity data, then cut down to fit a microcontroller’s memory and power budget without losing the pattern they were trained to see.

Alerting you can argue with

A warning is only useful if it is believed. We tune thresholds, escalation and delivery so alerts stay rare, stay explainable and reach the right person with the context behind them.

Validation before anyone depends on it

Rails measured, timing captured on the scope, firmware stepped through under the microscope, then field-tested by people who do the sport. Nothing is taken on trust from a datasheet.

02 — How we work

Nothing leaves the bench on the strength of a datasheet.

Safety equipment earns trust in one way: by being measured, and then measured again somewhere less comfortable than a workshop. Every stage of our process exists to produce evidence — a number, a capture, a log from a real jump — rather than an opinion about how the device ought to behave.

Step 01
Develop

Research, schematic and board design, firmware, the models, the companion app. The full stack, in house, so no layer is a black box to us.

Step 02
Prove

Bench bring-up and instrumented measurement, then pilot units in the field, until the numbers hold up outside the lab and we know where they do not.

Step 03
Deliver

A design carried through to production and certification, with the test evidence behind it and the platform kept current after release.

03 — First product

AirGuard: all of the above, in something you can jump with.

A wearable for extreme sports that monitors body and environment through a jump, predicts risk on the device, and alerts the contacts you nominate when it matters. It is our proof that the stack works where it is hardest. Units are in test now, and the first production run is close.

Coming soon
AirGuard

Real-time monitoring, on-device risk prediction and configurable emergency alerts. Up to 15 hours of battery, waterproof, mounted to the rig you already jump.

AirGuard in detail
In development
AirGuard Light

A simplified unit for schools and first-season jumpers, focused on essential monitoring and basic alerts.

In development
AirGuard Pro

For instructors and competitive teams: unit-to-unit sync during formation jumps and higher-accuracy sensing.


Andrey Baykov geared up beside the jump aircraft at the loading area
04 — Who builds it

Aerospace engineering meets medical-grade software discipline.

Quanta Sphere LLC was founded in February 2024 by Andrey Baykov — an aerospace engineer, FAA-certificated remote pilot and skydiving-equipment manufacturer who spent years shipping software under FDA scrutiny. That is where our testing culture comes from, and it is why we test our own gear by jumping it.

Founder & team background
Johnson & Johnson MedTechAdvantu Inc.Aerokinetic LLCAerogradFAA remote pilot certificate
More about the company

© 2026 Quanta Sphere LLC. AirGuard records and reports your flight; it is not an emergency service, a rescue service or a guaranteed safety device.