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
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.
