Raw data is rarely analysis-ready, duplicate rows, inconsistent formats, missing values, and broken structures get in the way before you can even start.
I clean and structure messy Excel or SQL datasets so they're ready for analysis, reporting, or dashboarding. This covers:
Removing duplicates and fixing inconsistent formatting
Handling missing or null values
Standardizing column types and naming conventions
Restructuring data into a clean, usable format
Documenting what was changed and any data quality issues found
I work with SQL Server, DBeaver, Excel, and Power Query, and every transformation is documented so you know exactly what changed and why.
Background: BBA in Management with hands-on SQL and Power BI project work, I approach data cleaning with the end business use in mind, not just tidy rows.
Raw data is rarely analysis-ready, duplicate rows, inconsistent formats, missing values, and broken structures get in the way before you can even start.
I clean and structure messy Excel or SQL datasets so they're ready for analysis, reporting, or dashboarding. This covers:
Removing duplicates and fixing inconsistent formatting
Handling missing or null values
Standardizing column types and naming conventions
Restructuring data into a clean, usable format
Documenting what was changed and any data quality issues found
I work with SQL Server, DBeaver, Excel, and Power Query, and every transformation is documented so you know exactly what changed and why.
Background: BBA in Management with hands-on SQL and Power BI project work, I approach data cleaning with the end business use in mind, not just tidy rows.