I will clean, preprocess and prepare your dataset for machine learning and ai
About this Gig
Is your dataset full of missing values, duplicates, wrong formats and inconsistencies? I'll turn it into a clean, ML-ready dataset fast.
I professionally clean and preprocess your raw data using Python, delivering a high-quality dataset ready for machine learning, AI models, statistical analysis or reporting.
Whether you're training a predictive model, building an NLP pipeline, or prepping data for computer vision, clean data is the difference between a model that works and one that doesn't.
What I will do:
- Handle missing values and null data
- Remove duplicates and inconsistencies
- Fix data types and formatting
- Detect and treat outliers
- Normalize, scale and encode variables
- Feature engineering (Standard/Premium)
- Deliver clean dataset + full Jupyter Notebook with explanations
Tools: Python | Pandas | NumPy | Scikit-learn | Jupyter
Ideal for: Machine Learning, Data Science, NLP, Predictive Modeling, Research, Reporting
Why work with me?
Data Science professional who knows clean data is the foundation of every reliable model. No copy-paste scripts every dataset gets a tailored process, fully documented.
Message me before ordering with your dataset size/format/goal I'll confirm the right
My Portfolio
FAQ
What file formats do you accept ?
CSV, Excel and JSON. CSV is preferred for faster processing.
What exactly is data cleaning?
Removing duplicates, fixing missing values, correcting formats and handling outliers so your data is ready to use.
Will I receive the cleaned dataset?
Yes, you will receive the clean file plus a Jupyter notebook with all steps explained.
What if my dataset is very large?
Contact me before ordering if your dataset has more than 500 rows or 30 columns for a custom quote.
Can you clean data in multiple sheets or files?
Standard and Premium packages support multiple sheets. Contact me for multiple files.
Do you offer revisions?
Yes, I work until your dataset meets your expectations.

