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Predicting the next market move with A.I.

Case study.

Punch helped develop independently measured and monitored quality control metrics for each machine learning subtask. We helped organize both team's quants to specialize and become the best at that task, while having a holistic view of the entire process.


  1. 8 terabytes of data
  2. 2 year engagement
  3. 78,531 trades on the S&P 500 index on 9/30/2009