I will clean, validate and prepare your dataset for ai or analysis
AI, ML Engineer specializing in LLM Automation and Document Intelligence
About this Gig
Bad data leads to bad decisions. I help you clean and prepare your data so it's ready for analysis, dashboards, or AI models.
I clean, validate, and preprocess datasets from Excel, CSV, JSON, SQL exports, and other structured data sources. Whether you're preparing data for machine learning, business analytics, research, or reporting, I'll deliver a reliable dataset that's accurate, consistent, and ready to use.
What I can do
- Remove duplicates and invalid records
- Handle missing or inconsistent data
- Standardize formats and data types
- Detect data quality issues and outliers
- Validate data accuracy and consistency
- Prepare datasets for AI, analytics, dashboards, and reporting
- Deliver clean datasets with documented Python code
Tools
Python, Pandas, NumPy, and other as needed.
Please contact me before placing an order so I can review your dataset and recommend the right package.
My Portfolio
FAQ
Can you work with large datasets?
Yes. I can clean datasets ranging from a few hundred rows to 650k rows of records, depending on the project requirements.
Is my data secure?
Yes. Your data is used only for completing your project. I work on a copy of your files, and all datasets, documents, and project files are permanently deleted within 24 hours after delivery, unless you request continued support or revisions.
Which file formats do you support?
Excel (.xlsx), CSV, JSON, SQL exports, TSV, and other common structured data formats.
Can you prepare data for machine learning?
Yes. I can clean, validate, transform, and structure your data so it's ready for ML model training or analysis.
