Alternative Data Structures and Metrics Spaces- Enables Better Insights Faster - In Turn Increasing Revenue Growth

 

Tick data analysis indicating consistent non-linear stock market correlations across multiple days:


Gaps indicate opportunity, as stocks are moving opposite - 
delta in gap is possible profit 
if you short one side and buy high side.

Another segment of time, with same stock pairs:



Correlated Stocks are chosen by finding most similar profiles in large graphs.

This technique can be applied to many different types of systems; see below.


Slides Presented by Dr. Paul Hoffman in Conference Lectures:


Early deep learning methods with 100 M features with high performance diagnostics, above.

Below is technical method to quickly find similar profiles across millions of attributes from compressed graph sparse matrices.



Conceptual unfolding of large graph segment across multiple sparse matrices:


Saffron Tech's initial patent implementation occurred in early 2000's.

New uniquely capable parallel processing systems exist that can generate the associative graphs in real-time,  recognize similar patterns and act if needed to adapt to evolving patterns,

Teaching and sharing this knowledge helps others achieve similar insight and growth.

$100 M / mo - Captured Value



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