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VMG Systems |
Technical Consulting & Architecture

At VMG Systems, we specialize in bridging the gap between ambitious product vision and production-ready, highly resilient infrastructure. We architect "Clean Slate" solutions designed for scale, speed, and absolute stability.

Cloud Infrastructure & Modernization

Legacy technical debt is the anchor slowing down modern businesses. We design and deploy high-performance, cloud-native environments.

  • Custom GCP and AWS (S3) architecture
  • Zero-trust infrastructure via Tailscale
  • Docker-based containerization and migration
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Custom Platform & API Engineering

We build the engines that power your products, focusing on robust backend logic and seamless frontend execution.

  • React Native with native background persistence
  • High-throughput Python API architecture
  • 28-day 'Canary Launch' rapid prototyping
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AI Integration & Data Pipelines

Turn proprietary data into a strategic asset using modern LLM frameworks and vector databases.

  • Vector Database implementation (PostgreSQL/pgvector)
  • RAG workflows using Gemini Pro and Claude
  • Voice-Recognized Data Analysis methodologies
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Interim Technical Leadership

Stepping in as Interim Chief of Engineering to realign teams, reset technical roadmaps, and ensure execution.

  • Translating business goals into engineering sprints
  • Nearshore/Offshore team management
  • Rigorous code-quality standards enforcement
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