Agent Flow Lab
Zoho Recruit to Supabase Data MigrationZoho Recruit to Supabase Data MigrationZoho Recruit to Supabase Data MigrationZoho Recruit to Supabase Data MigrationZoho Recruit to Supabase Data Migration

Zoho Recruit to Supabase Data Migration

CRM Automation
PROJECT SUMMARY

I built a full data migration and API integration pipeline that moved a client's recruitment data from Zoho Recruit into a Supabase PostgreSQL database. The project mapped candidates, job openings, clients, and application relationships into a clean relational schema while preserving original record IDs through direct Zoho Recruit API integration.

The Challenge

The client needed to move beyond Zoho Recruit's standard exports, which couldn't capture relational data like candidate-to-job associations, interview stages, notes, and custom module fields. They needed a solution built directly on the Zoho Recruit REST API, one that could handle OAuth authentication, pagination, rate limits, and attachments programmatically.

The Solution

Working directly with the Zoho Recruit API, I designed a Supabase PostgreSQL schema preserving Zoho's original record IDs and relationships across candidates, job openings, clients, contacts, and applications, then built a migration script to extract candidate profiles, resumes, interviews, and custom fields. I rounded it out with an incremental synchronization process so new and updated Zoho records keep flowing into Supabase after the initial migration.

The Results

I gave the client a fully queryable, relational copy of their Zoho Recruit data in Supabase, cutting out manual exports and reducing data management overhead. The ongoing sync kept both systems aligned without repeated manual intervention, and I documented the source code so the client's team could maintain and extend the integration on their own.

Technology stack

Zoho Recruit APIZoho OAuthSupabasePostgreSQLPythonETLData Migration

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