Data Science

Transforming data into insights for better decision making and competitive advantage

Illumination Works’ human-centered data science approach begins with understanding our customer’s business questions and answering their most pressing business challenges by maturing the value of data via machine learning, natural language processing, and statistical analysis

  • Turn data into actionable information
  • Unlock hidden value in data
  • Derive high-quality information from text
  • Exploit patterns to identify risks and opportunities
  • Unlock black box of machine learning via human interpretable models
  • Repeatable workflow and processes enable rapid engagement with new data for speedy business value

Solve business problems with statistics, probability, and machine learning to find unknown unknowns, make predictions, and assign probabilities

Machine Learning & Artificial Intelligence

Learn from past data to generate predictive and prescriptive models that drive accurate decision making for the business

Natural Language Processing

Provide natural language understanding by modeling and structuring text

Statistical & Predictive Analytics

Smart exploitation of data enables identification of hidden patterns and predictive outcomes providing key business insights

Visual Analytics

Visualize models and data in meaningful ways that enable decision making

Data Science Case Studies

Generative AI for Predictive Logistics (Air Force)

Generative AI for Predictive Logistics (Air Force)

Data-Driven Financial Budget Planning (Air Force)

Data-Driven Financial Budget Planning (Air Force)

AI/ML Analytics Framework & Services (Air Force)

AI/ML Analytics Framework & Services (Air Force)

Automated Data Labeling and Curation (Army)

Automated Data Labeling and Curation (Army)

Geospatial Location Analysis Application (eCommerce/Retail)

Geospatial Location Analysis Application (eCommerce/Retail)

ML/AI Object Tracking Model (Army)

ML/AI Object Tracking Model (Army)

Standard Missile Maintenance Data with AI/ML (Navy)

Standard Missile Maintenance Data with AI/ML (Navy)

Automate Part Candidacy Analysis Pipeline (Army)

Automate Part Candidacy Analysis Pipeline (Army)

Automated Data Rights Understanding (Air Force)

Automated Data Rights Understanding (Air Force)

Automated Data Rights Verification (Air Force)

Automated Data Rights Verification (Air Force)

Integrated Digital Environment Discovery & Design (Air Force)

Integrated Digital Environment Discovery & Design (Air Force)

Edge Data Management & Analytics (Navy)

Edge Data Management & Analytics (Navy)

Statistical Model & Training Algorithms (Air Force)

Statistical Model & Training Algorithms (Air Force)

Data Science & Architecture Assessment (Marketing)

Data Science & Architecture Assessment (Marketing)

Text Analytics of PDF Technical Documents (Air Force)

Text Analytics of PDF Technical Documents (Air Force)

Deep Learning on Raw Google Analytics Data (Retail)

Deep Learning on Raw Google Analytics Data (Retail)

Automated Data Cleansing with Machine Learning (Navy)

Automated Data Cleansing with Machine Learning (Navy)

Automated Data Capture and Prediction (Air Force SBIR)

Automated Data Capture and Prediction (Air Force SBIR)

Automated Data Crosswalks (Air Force SBIR)

Automated Data Crosswalks (Air Force SBIR)

Contract Conversion & Analytics (Air Force)

Contract Conversion & Analytics (Air Force)

Decision Support for Cyber Hygiene (Air Force)

Decision Support for Cyber Hygiene (Air Force)

Supply Chain Predictive Analytics (Air Force)

Supply Chain Predictive Analytics (Air Force)

Cost Allocation Rules Engine Modernization (Insurance)

Cost Allocation Rules Engine Modernization (Insurance)

Predictive Analytics for the Aircraft Digital Thread (Air Force)

Predictive Analytics for the Aircraft Digital Thread (Air Force)

On-Demand Maintenance Analytics for Logistics (Air Force)

On-Demand Maintenance Analytics for Logistics (Air Force)

User-Centric Predictive Insights with Machine Learning (Air Force)

User-Centric Predictive Insights with Machine Learning (Air Force)

Machine Learning & NLP for Decision Support (Healthcare)

Machine Learning & NLP for Decision Support (Healthcare)

Sensor Data Analysis for Predictive CBM+ (Retail)

Sensor Data Analysis for Predictive CBM+ (Retail)

Data Science Big Data Ingestion (Energy)

Data Science Big Data Ingestion (Energy)

Engines Forecast Reporting Tool (Air Force)

Engines Forecast Reporting Tool (Air Force)

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