Capabilities

The AI/ML work your team needs,
delivered by a senior practitioner.

BlackArray covers the full AI/ML lifecycle, from data and modeling to language systems and rigorous test and evaluation. Below is where I can plug into your effort.

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Machine & Deep Learning

Purpose-built models for detection, classification, forecasting, and anomaly detection, designed for real operational data and edge constraints.

Supervised & unsupervised modeling
Deep neural networks & transfer learning
Time-series & forecasting
Anomaly & threat detection
Model optimization for constrained environments

NLP, LLMs & RAG

Language and retrieval systems that turn large, sensitive document sets into grounded, auditable answers, with evaluation baked in, not bolted on.

LLM application development
Retrieval-augmented generation (RAG)
Information extraction & entity resolution
Fine-tuning & prompt engineering
Grounding, guardrails & citation

Test, Evaluation, Verification & Validation

Independent, rigorous TEVV for AI systems: the assurance work that determines whether a model is trusted enough to field, and that stands up to review.

Model evaluation & benchmarking
Robustness & adversarial testing
Bias, fairness & assurance analysis
Red-teaming of AI/LLM systems
Documentation to support accreditation

Data Science, MLOps & Computer Vision

The engineering that gets a model out of the notebook and into sustained operation, plus applied computer vision for imagery and sensor data.

Data pipelines & feature engineering
Model deployment & monitoring (MLOps)
Reproducible, auditable workflows
Applied computer vision & imagery analytics
Analytic tradecraft & experimentation

Company data

Everything your contracts team needs.

BlackArray is registered, teamable, and ready to be added to your proposal or task order. Reach out for the full one-page capability statement and any details your contracts team needs.

Request capability statement