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SazM Senior DaaS

Natural Medical Solutions

Designed database schema for clinical reference data indexing and medical research lookup pages.

www.natmedsol.com/
System interface screenshot for Natural Medical Solutions

Executive Summary

Natural Medical Solutions is a healthcare-focused informational and services website.

Delivered Outcomes & Impact

  • Improved patient education
  • Stronger organic reach
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The Business Challenge

  • Medical compliance
  • Educational content clarity

Technical Decisions & Trade-offs

  • Monolithic CMS Architecture: Deployed a monolithic CMS with page-caching configurations rather than a headless frontend stack to keep administration simple. The trade-off of slightly higher server processing latency was mitigated using CDN optimizations.
  • Database Catalog Indexing: Used relational database-level indexing for simple catalog lookups. Accepted the trade-off of higher memory usage on database nodes to avoid the operational complexity of integrating an external search engine.

Engineering Deliverables

  • Educational pages
  • SEO-driven content

Operational Lessons & Insights

  • Deadlock Mitigation: Discovered that database queries during concurrent updates must execute in sequential order using transaction blocks to prevent locking issues.
  • Schema Drift Control: Established strict migrations scripts checks to verify database schema consistency across staging and production environments.

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