Ideal Prediction creates value through combining academic engineering with a practical understanding of trading details. Trading is our firm's DNA so we understand your problems and goals and efficiently create solutions.


John Crouch

John Crouch

John founded Ideal Prediction to bring practical data science solutions to financial markets. His 20 years of trading experience is balanced: large banks and small HFTs, managing sell-side desks and proprietary trading groups, voice and fully-automated execution, and across many liquid FICC products. John has an S.B. and an M.Eng from MIT in EECS and an M.S. in mathematics from NYU. His free time is focused on family in addition to serving on the board of Broadway Technology.




February 12 - 14, 2018 | Miami Beach, FL



Peter Sand has a B.S. in Computer Science from CMU and a Ph.D. in Computer Science from MIT.
His research focused on computer vision and machine learning.
He has many years of experience software development in a variety of different domains,
including machine learning, robotics, and trading.