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Technical Debt & Platform Optimization

I specialize in untangling legacy complexity that hinders growth, increases operational costs, and slows down engineering velocity.

My focus is on identifying and resolving the structural issues that prevent teams from shipping with confidence—turning brittle, expensive systems into high-performance assets.

  • Cost Efficiency & FinOps (GCP): Deep-dive analysis of cloud spending, with a focus on BigQuery optimization, storage lifecycle management, and right-sizing compute resources to ensure every dollar spent translates to business value.
  • Performance & Database Fine-tuning: Identifying bottlenecks in data access patterns. I optimize complex SQL queries, refactor data models, and tune database configurations to improve latency and throughput.
  • Legacy Decoupling & Refactoring: Leading the safe dismantling of "Frankenstein" architectures. I help teams move away from brittle scripts and unmaintained monoliths towards modular, testable, and documented systems.
  • Specialized Engineering Components: Delivering high-quality, production-ready engineering components (e.g., custom ingestion engines, internal tools, or automation scripts) designed to solve specific bottlenecks. These are delivered fully tested, documented, and ready to be operated by your team.
  • Observability & Reliability: Implementing the monitoring and alerting frameworks needed to move from reactive firefighting to proactive platform management.