I will preprocess your messy CSV or excel data using python

Pakistan

I speak English, Urdu

Python Developer Automation and Data Cleaning Specialist

Hi, I'm Umar - a Software Engineering student with hands-on experience in Python, automation, and data handling. I help individuals and small businesses save time by automating repetitive tasks, clean...
About this Gig

Got messy data? I'll clean it up.


I specialize in cleaning and preprocessing raw datasets using Python 

(Pandas) turning inconsistent, incomplete spreadsheets into clean, 

analysis-ready data.


What I handle:

Missing value detection and treatment (context-appropriate mean, 

 median, mode, or removal, depending on your data)

Duplicate row detection and removal

Data type corrections and formatting consistency

Basic statistical summary of your cleaned dataset


Why work with me:

I approach every dataset by first understanding what each column 

represents, then choosing the right cleaning strategy not just 

applying blanket fixes. You'll get a clean file plus a short note 

explaining what was changed and why.


Send me your file, and I'll take care of the rest.