Novetta has hosted annual internal hackathons where employees create prototypes focused on technologies relevant to our customers. In our most recent hackathon, I utilized NVIDIA’s CuPy library for GPU-accelerated fractal generation and searching. I used a feature of CuPy that allows you to write raw CUDA C++ code in a Python project without needing to create a C++ project or interact directly with a C++ compiler. This gives users access to much of the power of CUDA C++ without needing to be experts in CUDA or C++. Fractals serve as a good example of a custom computation that can be…
Machine Learning Custom Solutions Datasheet
Machine Learning Custom Solutions Transformative machine learning solutions delivering mission success. Novetta harnesses the power of machine learning (ML) in real-world applications through experience with model training, deployment, and optimization. Our experienced engineers work closely with end users to identify opportunities where ML tools can increase the scale, speed, and accuracy of diverse data analytics solutions; as we did in AutoFIRE, Stingray, and RISER.
Machine Learning Center of Excellence Datasheet
Machine Learning Center of Excellence Focal point for engineering, R&D, and collaboration in machine learning. The Machine Learning Center of Excellence enables focused collaboration between data scientists, systems engineers, and analysts. Their work accelerates the delivery of cutting-edge AI/ML capabilities into the mission, spanning algorithms, hardware optimization, and ML-enabled cloud architecture. The center applies cloud-based artificial intelligence (AI) and ML to solutions for government and industry partners. AWS recognized Novetta with the first AI/ML Public Sector Consulting Partner Award.
WOPR Datasheet
WOPR A single platform for data discovery, curation, and exploitation. WOPR, or the Web-Scale Operational Platform for Research, is a comprehensive, extensible big data environment with integrated machine learning. It features a highly scalable object storagebased data layer, a flexible, high throughput data pipeline, and an end-user interface for data discovery, curation, and exploitation across disparate datasets. The platform is designed for analysts or other data consumers and is suitable for use as a testbed for evaluating emerging capabilities in a real-world environment.
Origin AI Datasheet
Origin AI Training quality data for machine learning models from video, sensor data, and imagery. OriginAI is a machine learning-enhanced data pipeline designed for large volumes of sensor and imagery data to deliver a scalable, modular, extensible, and infrastructure-agnostic framework for producing high-quality training data.
NovettaNLP Datasheet
NovettaNLP A framework for testing, running, and deploying state-of-the-art natural language processing models. NovettaNLP provides access to cutting-edge natural language processing (NLP) capabilities through a standardized API, empowering users to perform named entity recognition, text classification, and question answering. By standardizing the input/output data and function calls, regardless of the model used in the backend, NovettaNLP simplifies implementation of NLP algorithms. New, high-performing models are integrated seamlessly into NovettaNLP, with all functionality made available through an easy-to-use, production-ready python package.
NLP Transfer Learning on SageMaker
Novetta Machine Learning Center of Excellence effort to develop a deep learning model that predicts customer-relevant metadata tags for unstructured text. BACKGROUND: ENRICHMENT OF UNSTRUCTURED TEXT DATA The rise of the internet has led to a faster flow of information, where news posted to a relatively obscure blog can be shared on social media and then reach national publications within hours. The volume is such that humans alone cannot filter out noise, identify important new information, and determine how messaging trends are changing over time. To address this challenge, Novetta Mission Analytics (NMA) helps customers analyze open source and…
Novetta Launches Machine Learning Center of Excellence
Focal point for mission-focused machine learning engineering, research and development, and collaboration MCLEAN, VA – Novetta, a leader in advanced analytics technology, today announced the launch of its Machine Learning Center of Excellence – a focal point for Novetta engineering, research and development, and collaboration in machine learning. Building on Novetta’s extensive machine learning practice spanning dozens of customers and mission sets, the Center is staffed by Novetta data scientists and software developers building advanced machine learning prototypes and solutions. The Center operates a hands-on Innovation Lab where government and industry partners can explore the latest in machine learning technologies through…
Accelerating OSINT Analytics through AWS Machine Learning Services & AWS Neptune
by Matt Johannessen Novetta’s business covers a diverse mix of public and private sector customers. While mission objectives vary, we are seeing an increasing need to extract meaning from high-velocity open source (OSINT) information. Historically, deriving intelligence from open source digital content has been complex and time consuming, particularly when high-accuracy results are required. Generating meaningful signals from data sources such as web content and open source video has required substantial labor on the part of analysts. We are working to significantly reduce the effort required to gather and exploit OSINT through a combination of machine learning, graph database technologies,…
