Fitness Tracker ML — Health Telemetry Analytics by Krish UjeniyaFitness Tracker ML — Health Telemetry Analytics by Krish Ujeniya

Fitness Tracker ML — Health Telemetry Analytics

Krish Ujeniya

Krish Ujeniya

Machine learning pipeline analyzing biometric telemetry, workout volume, and activity patterns to forecast recovery windows and training plateaus.

Engineering Highlights

Feature Engineering: Transformed raw time-series sensor data into rolling aggregates, intensity thresholds, and fatigue indexes.
Predictive Modeling: Evaluated regression and classification models with scikit-learn pipelines to predict next-day recovery scores.
Data Visualization: Interactive dashboards summarizing training distributions and trend correlations.

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Posted Oct 30, 2026