SUNRAY VECTOR SYSTEMS LLC

Capabilities

Women-owned small business delivering AI/ML, LLM-RAG systems, model validation, and AWS data engineering. We build retrieval pipelines (Bedrock/OpenSearch), guardrails, and evaluation harnesses, plus feature stores, CI/CD, drift monitoring, and audit-ready documentation. Team includes a PhD-level ML architect and a professor-level sensors/EE SME (40+ yrs) for applied analytics across health, financial, and industrial use cases. AWS-first platforms (S3, Glue, Athena/Redshift, Lambda, dbt). Fixed-price, ≤30-day micro-projects and GPC accepted. HQ Tampa, FL; nationwide delivery.