Gig
$1500 - $2000 / month
TBD
Feb 13, 2026
We’re building a camera-based biometric measurement system for a mobile health app. The core technology: remote photoplethysmography (rPPG) — using the phone camera to measure heart rate variability without any hardware.
The Technical Challenge
• React Native (Expo bare workflow) mobile app
• Fingertip PPG via rear camera + flash (primary method)
• Face rPPG via front camera (secondary/accessibility method)
• Real-time signal processing: RGB extraction ? bandpass filter ? POS/CHROM algorithm ? RR intervals ? RMSSD + coherence
• Signal quality gating (SNR-based: HIGH / MEDIUM / LOW / NONE)
• Coherence score (0.0–1.0) drives real-time Lottie animation parameters
• Offline-first: all computation on-device, zero API calls, zero per-session cost