TECHNICAL CAPABILITIES
Comprehensive AI, ML, and Data Solutions for Federal Agencies
AI/ML Technologies
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Deep Learning & Neural Networks: CNNs, RNNs, LSTMs, Transformers, GANs for complex pattern recognition and generation
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Natural Language Processing: BERT, GPT architectures, Named Entity Recognition, sentiment analysis, machine translation
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Computer Vision: Object detection (YOLO, R-CNN), semantic segmentation, facial recognition, OCR
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Reinforcement Learning: Q-learning, policy gradients, multi-agent systems for dynamic optimization
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Explainable AI (XAI): SHAP, LIME, attention visualization for transparent decision-making
Data Engineering
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Data Pipeline Architecture: ETL/ELT design, Apache Airflow, Luigi, stream processing with Kafka
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Big Data Technologies: Spark, Hadoop, distributed computing at petabyte scale
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Data Warehousing: Snowflake, Redshift, BigQuery, dimensional modeling, data marts
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Data Quality & Governance: Data validation, lineage tracking, metadata management, data catalogs
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Real-Time Processing: Stream analytics, event-driven architectures, sub-second latency
Cloud Platforms
- AWS (EC2, S3, Lambda, SageMaker)
- Azure (VMs, Blob, Functions, ML Studio)
- Google Cloud (Compute, Storage, AI Platform)
- Serverless architectures
- Container orchestration (Kubernetes)
- Infrastructure as Code (Terraform)
Security & Compliance
- FedRAMP compliance implementation
- FISMA security controls
- NIST AI RMF guidance
- Data encryption (at rest & in transit)
- Zero trust architecture
- Security auditing & monitoring
Development & DevOps
- Python, Java, Scala, R, SQL
- TensorFlow, PyTorch, Scikit-learn
- CI/CD pipelines (Jenkins, GitLab)
- MLOps and model deployment
- Microservices architecture
- API design and development
Ready to Leverage Our Capabilities?
Let's discuss how our technical expertise can solve your agency's challenges.
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