Sports data product

Nexus Sports

A local system for archiving, parsing, deduplicating, and analysing multi-brand workout data.

01

The problem

Workout exports differ by vendor and long-term records become fragmented or duplicated.

02

Approach

Parse FIT, GPX, and Huawei exports into a consistent activity model with maps, insights, and export tools.

03

Key engineering decisions

  • Hash and time-window deduplication
  • Compressed track storage in SQLite
  • React Query request and cache state
04

Boundaries and limitations

  • Imports depend on vendor export capabilities
  • The default deployment targets personal use