I will clean messy data and extract structured datasets for your business

Is your data messy, unorganized, full of duplicates, or scattered across Excel, CSV, JSON, PDFs, or APIs?

Do you find it hard to understand nested JSON, inconsistent formats, missing fields, or mixed-type columns?

Most teams spend hours manually cleaning data and still end up with unreliable reports and wrong decisions.

You need a clean, structured, analysis-ready dataset built with precision.

I take messy, unstructured, inconsistent data and convert it into:

Organized and readable tables

Standardized, consistent columns

Fully deduplicated records

Extracted fields from JSON, APIs, and dictionaries

Flattened and normalized nested data

Error-free, validated outputs

Clean Excel, CSV, or JSON deliverables

My workflow is simple and efficient.

If your data requires basic cleanup, I remove duplicates, fix formatting, correct inconsistencies, and deliver a clean file ready for use.

If your dataset is complex, I extract structured data from JSON, APIs, or mixed formats and transform it into clear tables.

• When automation is needed, I build scripts or workflows that continuously clean and standardize your data saving hours of manual effort every week.