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SoccerDream AI

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Joined on Nov 6, 2026

Nov 12

Data freshness is a schema property: freezing the market price before kickoff

#machinelearning #python #architecture #database

7 min read

Nov 11

The draw is 24% of the outcomes and 0.8% of the labels: auditing class collapse in a three-way model

#machinelearning #python #architecture #database

7 min read

Nov 10

One number, four answers: reconciling four divergent hit-rate pipelines over 46,139 settled predictions

#machinelearning #python #architecture #database

7 min read

Nov 9

Your confidence score is a label, not a probability: auditing 45,722 settled predictions

#machinelearning #python #architecture #database

7 min read

Nov 9

Reproducibility is not a seed: what a mutable predictions table really costs you

#database #postgres #python #architecture

6 min read

Nov 9

You can't rank 200 models with one leaderboard

#machinelearning #python #architecture #postgres

6 min read

Nov 9

Immutable predictions: a schema for grading model output you can't quietly rewrite

#machinelearning #python #data #sql

5 min read

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