Advanced Biometric Forensic Audit

An end-to-end data science project extracting and auditing high-resolution sensor telemetry to evaluate physical strain and neurological recovery.

Data Recognition: The analysis below is derived from raw personal data exported from Fitbit. Pre-processing and consolidation of 130+ CSV/JSON source files were completed using a custom Python ETL pipeline in Google Colab.

Activity Analysis

General overview of daily activity, step gaps, and cardiovascular efficiency across different workout modalities. Includes Monday performance deep-dives.

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Technical Audit

A forensic biometric deep-dive focusing on CEDA (sympathetic arousal) and HRV (RMSSD) to measure nervous system stress and overtraining.

View Biometric Audit