I will clean, deduplicate, and fix your messy excel or CSV data

Is Your Data Full of Duplicates, Typos, or Mismatched Records?

Messy data causes bad decisions and wasted time. I fix that fast.

I'm Mohammed, a Python data specialist. I use pandas, RapidFuzz,

and regex to turn broken datasets into clean, structured files

ready for your CRM, analysis, or import.

WHAT I WILL DO:

Remove exact & near-duplicate records

Match records across two lists (names, emails, SKUs, addresses)

Fix casing, typos, whitespace, and special characters

Add a confidence score per match

Flag low-confidence matches for your review

Deliver a clean Excel or CSV output

REAL EXAMPLES:

"John Smith" vs "Jon Smyth" detected & flagged

"Apple Inc." vs "APPLE INC" merged into one clean record

Two product lists from different systems matched & merged with scores

EVERY ORDER INCLUDES:

Clean output file (Excel or CSV)

Confidence score column per match

Summary of all changes made

TOOLS: Python · pandas · RapidFuzz · regex · openpyxl

Not sure which package fits? Message me with your row count

and what needs matching I'll reply within a few hours.

FREE SAMPLE: Send me 20 rows of your data.

I'll clean and return them before you order.