Designed and continuously evolved a production-grade automation infrastructure to support finance and operations workflows across CRM, database, and internal systems.

This system replaces fragile, manual processes with structured, AI-assisted workflows built for reliability, auditability, and scale. Instead of isolated automations, the architecture focuses on data integrity, validation layers, and controlled execution across every step.

End-to-end automation pipelines connecting Zoho CRM, Supabase, and internal tools through n8n. Structured data validation and transformation layers to prevent duplication, corruption, and reconciliation issues. AI-assisted processing flows for triage, enrichment, and decision support within operational workflows. Error handling, retry logic, and monitoring systems to ensure reliability in production environments. CRM data synchronization, cleanup, and normalization across multiple sources. Finance and operations workflows automation, including reporting pipelines and system-triggered actions. Modular workflow architecture designed for scalability and ongoing iteration.