Computer Science Innovations, LLC

 

Machine Learning

Welcome to CSI Machine Learning

The next breakthrough in big data analytics.


Computer Science Innovations' Machine Learning Practice is led by Experienced Scientists and Experts. We focus on solving previously unsolved big data problems in the transportation, healthcare and cybersecurity knowledge domains.”

We perform basic computer science R&D and collaborate with other industrial and academic research partners in the fields of Machine Learning in a variety of domains. We use Convolutional Neural Networks (CNN) in image processing along with Recurrent Neural Networks (RNN) and fully connected neural networks for training and the building of models.

QUICKLY TRACK TRENDS AND DEVELOP PREDICTIVE MODELS IN HUMAN PHYSIOLOGY AND BEHAVIOR USING CONTINUOUS SIGNAL DATA, ACTIVITY AND CONTEXT FROM SMARTPHONES AND OTHER SENSORS.

Now providers, researchers, and app vendors can achieve millisecond-response times modeling human and machine health and behavior in a variety of domains.
  • Continuously store, monitor and analyze a wide range of signal data together with activity and context from smartphones, medical or sensor equipment and consumer devices including Fitbit® Force™, Android Wear™ and Apple iWatch™
  • Establish baselines using physiological and contextual data from routine high-level behavior
  • Support diagnosis and treatment decisions
  • Develop personalized, data-rich profile(s) of users (and cohorts of users) over time
  • Reveal trends in human physiology and behavior, and
  • Develop models to predict long-term results.

As additional sensor data is received over time, Inferencing becomes correspondingly “smarter,” resulting in much more valuable output and improving its overall data analytics capabilities.

This solution is deployed on a secure (public, private or community) cloud computing infrastructure to quickly access large amounts of sparse data and evaluate multiple input sources against a set of rules and dynamic ontologies. The entire solution is fault tolerant, elastic and load balanced, its data is multi-level secure providing trusted storage and privacy, and it can be deployed as a Service, Platform or Infrastructure.

Experienced leadership and a strong vision.

© Copyright 2019 Computer Science Innovations. LLC.