Bulk Data Cleansing Title: Multi-Source CRM by Lucy KilonzoBulk Data Cleansing Title: Multi-Source CRM by Lucy Kilonzo

Bulk Data Cleansing Title: Multi-Source CRM

Bulk Data Cleansing
Title: Multi-Source CRM Contact Database Standardization
Project Description: Scrubbing and consolidating messy consumer data lists compiled across multiple event sign-up forms and legacy sheets into a single, clean master file ready for database migration.
What I Did:
Executed deep deduplication across 15,000 rows of raw customer contact text records.
Normalized phone numbers into standard international formats and fixed mismatched date structures.
Cleaned up text columns by fixing typos, capitalizing names, and separating merged text fields.
The Result: Delivered a 100% error-free, tabular dataset ready for smooth CRM integration without any broken entries.

0 likes · 0 views · Jun 23, 2026

Bulk Data Cleansing Title: Multi-Source CRM Contact Database Standardization Project Description: Scrubbing and consolidating messy consumer data lists compi...