DATA SCIENCE AND AI
We live in an era where technology is intensely impacting human life. All industries and all domains are effected by the growing data. Data is generated at a rate that dwarfs the Information Technology environment of last century. We need the assistances of automation technologies including artificial intelligence and machine learning (AI/ML) algorithms to harness the value from today’s data explosion.
Castalia Systems harnesses the latest research and development into the rapidly advancing field of artificial intelligence (AI) for the Department of Defense and the Intelligence Community.
ARTIFICAL INTELLIGENCE
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Automation is a key customer priority, and we are breaking new ground in bringing this critical capability to the mission. By focusing on mission needs and pragmatic approaches, we embed advanced AI techniques within production-ready, cost-effective architectures capable of meeting evolving strategic and tactical needs.
Castalia System leverages its advanced analytics capabilities to improve logistics, ingesting massive volumes of data from multiple sources and using
tools for data mining and predictive analysis. We then streamline processes and transforms data into actionable information. Our experts help protect some of the largest government information networks, including by designing automated threat detection systems. Our team developed a solution to reduce the rate of false alarms and leverage neural networks to identify classes of behaviors for both known and novel threats with results that proved to be at least as accurate as the average human, but at a much faster rate of performance. We develop machine learning models and applications using industry
standard tools:
– Azure ML – Python Pandas – Scikit-Learn – PyTorch – TensorFlow
DEEP LEARNING
Our team uses deep learning technology to help our customers make decisions at the speed of mission. We build and deploy advanced analytics solutions to process a wide range of data, including cyber, signals, and computer vision information. Our AI experts can assist in object and anomaly detection and classification, natural language processing (NLP), cyber defense, and entity extraction and linking. We employ machine learning (ML)
and image processing algorithms to automate the tracking of objects of interest.
We use convolutional neural network (CNN) architectures to execute
data-driven deep learning projects with no intervention by developers and
engineers. Our efforts in computer vision and image processing have yielded
outstanding results, including large-scale automation of object detection and
classification for our national security customers. Our solutions enable
discovery of trends, variations in data, and anomalies to enable
decision-making. They include alerts for analysts, as well as automated
reporting.
