Static shell. Live artifact stream from Cloudflare R2.
This page is a static frontend for my F1 prediction stack: Cloudflare Containers spin the ML pipeline up around F1 sessions. Hover the info icon to see more. ML prediction runs in a cloudflare container that spins up on race weekends in - gives us realtime ML results. 2023-2025 priors FastF1 / fixtures / live timing \ / \ / +--> backfill + feature rows ------------------+ pace, degradation, speed, quali, grid | v Cloudflare Container wakes | v champion model inference | v publish_event_artifacts -> compact JSON event_outlook / telemetry / spotlight | v R2 public bucket + current_pointer immutable snapshots within budget | v static /f1 shell pulls, renders, stays up