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AI & Data

5 posts

Bike → Cloud: My Cycling Data Pipeline

· 2310 words · 11 mins

The low-friction system I use to capture rides, workouts, health data, gear mileage, and training load across Apple, Wahoo, Zwift, Strava, and Intervals.icu.

AI for Interval Training Tech Support

· 857 words · 5 mins

How I used ChatGPT to help learn structured interval training, troubleshoot workouts, and build intuition around pacing, fatigue, and execution.

AI for Ride Analysis

· 878 words · 5 mins

How I use ChatGPT to analyze long rides, troubleshoot fatigue, understand durability, and connect ride data to how the effort actually felt.

Reflections

1 post

From Sedentary to Century

· 2321 words · 11 mins

My first year of cycling and fitness: how I went from nervous about a 5-mile bike commute to confident enough to ride my first century.

Training

1 post

Power Meters for Regular People

· 1283 words · 7 mins

I bought a power meter surprisingly early in my cycling journey. Here are a few practical things it helped me learn about pacing, fatigue, hydration, and effort.