Data Science - H1

 

Data Science

Data Science Page - Unlocking the full potential of your data

UNLOCKING THE FULL POTENTIAL OF YOUR DATA

Attain combines human insight with machine learning to focus on what matters most: achieving mission objectives, improving operations, supporting open science, building new assets, and enabling better outcomes. 

Data Science Page - Capabilities

CAPABILITIES

  • AI/ML integration with advanced analytical capabilities to enable use of data in new ways, and to derive insights that are hidden in the data​
  • Advanced and predictive analytics to visualize complex, multi-dimensional data, and the automation to rapidly ingest, analyze, and automatically take action in response to data​

Data Science Page - Framework

DATA SCIENCE FRAMEWORK

Attain’s data science framework enables multiple ways to train machine learning models to validate and profile data while maintaining quality and improving communication between team members. ​

Our framework integrates creation of training sets and training of models into our DevSecOps process, allowing microservices and data models to generate results in real time while building and deploying the final outputs into production. Attains approach helps clients:​

  • Analyze, curate, and harmonize data to enable better and faster decision-making process. ​
  • Employ various algorithms including regression and clustering models to understand the semantics behind data and identify correlation between different data sets.​
  • Develop a data strategy that transforms the limitations of their current environment into a standardized, optimized, versatile, and scalable knowledge center. ​

Data Science Page - Test Driven Management

ATTAIN TEST DRIVEN MANAGEMENT™ APPROACH

Attain utilizes the company’s unique methodology for managing DevSecOps programs and agile development projects: Attain Test Driven Management™. Developed specifically for managing Agile and DevSecOps projects, this approach builds trust, leverages metrics along with trend analysis and reporting to demonstrate quantitative levels of continuous improvement to the clients and satisfies Agile management principles for continuous deployment into production.

Data Science Page - Case Study Body

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Overview

Attain provides integrated data analytics, artificial intelligence / machine learning (AI/ML), and Development Security and Operations (DevSecOps) services to support a client’s Information Technology (IT) system delivery. The team designs, implements, and maintains scalable serverless/containerized big data platform with AI/ML and types of advanced algorithms (i.e. Natural Language Processing, and rules inference). The team leverages new tools on a Big Data Analytics Platform to expand on the existing Person Centric Service (PCS) for USCIS.

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Impact and Outcomes

  • Incorporated automation to drive cost savings and minimize rework through Attain Test Driven Management™ approach,
  • Transitioned biometrics portfolio from projects to value initiatives (products) focused on business outcomes