Fitness Engineering

A biometric approach to better fitness.

Latest Fitness Tech

Trending on GitHub · Fitness Tech

Featured Fitness Projects

Highlighting key fitness technology implementations and product contributions

iFit Ultra 1 Treadmill

The most immersive running experience ever built, integrating AI coaching, real-time biometric feedback, and adaptive workout programming into a single platform.

AI CoachingBiometricsAdaptive TrainingOpenTelemetry

• Real-time heart rate and performance monitoring
• Immersive interactive workout content
• AI-driven adaptive speed and incline control
• Integrated observability and telemetry pipeline

Product Demo →OpenTelemetry — Observability framework →garmin-grafana — Garmin data dashboards with Grafana →

iFit AI Coach

Machine learning systems that adapt workout recommendations in real time based on performance trends, recovery signals, and longitudinal biometric data.

Machine LearningLLMGarminHRV

• Longitudinal biometric trend analysis
• HRV-based recovery scoring
• Personalized workout intensity recommendations
• Adaptive pacing and real-time coaching feedback

iFit AI Coach — Live product →

Technical Approach to Fitness

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