Series

From Sidelined to Streamlined

A deep-dive exploration into the algorithms, XML parsing, and neural networks behind Apple Watch fitness metrics, documented through the lens of injury recovery.

From Sidelined to Streamlined: Decoding My Apple Watch Metrics (Part 1)
I am a data junkie. I track, measure, and optimize. So, when a severe ankle injury recently sidelined me, the hardest part wasn't the physical pain it was watching my hard earned fitness metrics plumm
May 2, 20264 min read7
From Sidelined to Streamlined: Cracking the Code (Part 2)
In Part 1, I talked about the high-level "magic" happening on your wrist. How Apple uses neural networks and math to guess your VO2Max even when you’re just walking around the block. But if you're lik
May 2, 20263 min read8

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