FitPulse Live

Sensor-driven athletic telemetry engine streaming 120Hz accelerometer & gyro calculations.

SENSOR RATE120Hz NativeHardware accelerometer stream

BATTERY DRAIN< 1.8% / hourOffloaded to dedicated C++ thread

INPUT LATENCY2ms HapticTactile vibration feedback

CRASH RATE0.01%Isolated background processes

Executive Overview

FitPulse is an athletic telemetry mobile app that transforms raw device accelerometers into an intelligent workout tracker that auto-counts repetitions and evaluates biomechanical velocity in real time.

Core Engineering Challenge

Sampling sensors at 120Hz on JavaScript threads locks the UI, causes dropped animation frames, and drains phone batteries in under 2 hours.

Distributed Node Topology

Data pipeline flow and computational delegation across system layers:

NODE 01CoreMotion / NDK

Hardware Layer

Tri-axial accelerometer & gyroscope

NODE 02C++ 20 TurboModule

C++ DSP Engine

Low-pass filter and peak cadence detection

NODE 03CoreHaptics

Haptic Dispatcher

Synthesized tactile vibration patterns

NODE 04Reanimated 3

UI Visualizer

60 FPS heart-rate zone shader canvas

Architectural Strategy

Built a native C++ TurboModule that hooks directly into iOS CoreMotion and Android SensorManager. Mathematical peak detection runs on an isolated background thread, passing only clean summary events to the UI thread.

Architectural Engagement

Need a similar architecture engineered?

Launch the interactive estimator with this project pre-configured as your architectural benchmark to calculate estimated timelines and investment.

PREVIOUS FORENSICExpengo Wallet

NEXT FORENSICAether Reader