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Project
Zoho Automation — HR Data Integration Pipeline
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Overview
Problem
HR teams were manually exporting employee records to CSV every month, which was slow and left room for inconsistent, error-prone payroll data.
Solution
Built a Python-based pipeline that pulls employee records directly via the Zoho REST API, transforms the raw JSON payloads into payroll-ready datasets with Pandas, and validates the output before it reaches payroll processing.
Architecture & Data Flow
Zoho REST API
Python Extraction
Pandas Transformation
Validation
Payroll-Ready Dataset
Technologies
PythonZoho REST APIPandas
Key Engineering Decisions & Implementation
- Built a Python-based pipeline to extract employee records via Zoho REST APIs, eliminating manual CSV exports and saving HR teams approximately 15 hours/month.
- Transformed raw JSON payloads into payroll-ready datasets using Pandas, with validation checks ensuring downstream consistency for monthly payroll processing.
Key Engineering Concepts
API-based extractionJSON transformationData validationProcess automation