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ML & ANALYTICS

Data Science & AI

Production AI/ML operationalized inside federal mission workflows.

NLT data scientists build and operationalize AI/ML models inside production federal disaster-response workflows, statistical programs, and decision-support tools. The team works across the full lifecycle — data engineering, model development, validation, deployment, and operations. Not pilots. Live decision support.

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What We Deliver

  • AI/ML model development and validation
  • Predictive analytics for natural hazards and economic indicators
  • Disclosure avoidance and statistical privacy engineering
  • Real-time data fusion from satellite, sensor, and administrative sources
  • Decision-support dashboards and alerting platforms

Differentiator

AI/ML algorithms operationalized inside production federal workflows. CPARS Exceptional with the U.S. Census Bureau Center for Economic Studies. CPARS Very Good with FEMA OCIO. Not pilots. Live decision support running in agencies today.

Technology Stack

PythonTensorFlowPyTorchAWS SageMakerGoogle Earth EnginePostgreSQLArcGISICEYE SARCanopyWeatherUSGS Feeds

Past Performance

Production AI/ML — Named Engagements

Federal

FEMA — Forecasted Flood Depth Grid Model

FEMA · 2017–present · Active

NLT designed and deployed the Forecasted Flood Depth Grid Model — an AI/ML system that predicts inundation extent and structural damages by analyzing real-time stream and tide gauge readings, national elevation data, and structures data. Enhanced in 2021 with ICEYE satellite-based Synthetic-Aperture Radar (SAR) impact analytics for near-real-time damage assessment.

FederalAI/MLICEYE PartnershipProductionActive
Federal

FEMA — Earthquake Exposure & Damage Assessment Model

FEMA · 2018–present · Active

Production AI model that predicts exposure and estimates damages to structures based on real-time earthquake readings, structures and land-use data, damage functions, and social vulnerability measures. Now integrated into the NLT Seismic Mapper platform.

FederalAI/MLUSGS FeedProductionSeismic Mapper
FederalCPARS Exceptional

U.S. Census Bureau — CED Disclosure Avoidance Engineering

Census Center for Enterprise Disclosure · 2022–present · CPARS Exceptional

Engineering and research support for advanced disclosure avoidance methods — protecting individual privacy in statistical data products while preserving analytical utility. One of the two largest single awards in NLT history, captured in the same year as the CES Collaboration Project.

FederalCPARS ExceptionalAI/MLPrivacy EngineeringLandmark Award

Ready to Operationalize AI/ML in Your Program?

Whether you need a new model, help operationalizing an existing one, or just want to understand what's possible, NLT is ready to talk.

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Ready to deploy Data Science & AI?

Talk to the NLT team about your project. Federal-grade engineering, mission-relevant delivery, integrated from requirements through operations.