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About VF Insights

Most data teams don’t have a data problem. They have an engineering problem. VF Insights is a Data Engineering & AI consulting practice — contract and project-based engagements only. No full-time placements. What we do: → Pipeline optimization — Databricks, Snowflake, AWS Glue → AI & LLM infrastructure — RAG pipelines, embeddings, retrieval → Data architecture reviews & consolidation → Compute cost reduction — DPU and warehouse right-sizing → Data parsing — PDFs, OCR, web crawlers → Multi-cloud data products What clients have seen: → $180K compute → $60K — same infrastructure → 8-hour pipelines → 47 minutes → RAG retrieval → 38% to 87% → 6 data lakes → 1 14+ years. Financial services, payments, gaming, conversational platforms. Audit before you rebuild. Optimize before you migrate. → vf-insights.com

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