Data Cleaning & Validation for ML, Analytics & Reports Karan Singh
I offer professional data cleaning, preprocessing, and validation to ensure your datasets are accurate, consistent, and ready for analysis or machine learning. With expertise in Python (Pandas, NumPy) and real-world AI projects, I help you save time, eliminate data errors, and boost model performance.
FAQs
I work with CSV, Excel, JSON, and Google Sheets.
Yes — I can clean and validate large datasets efficiently using Python and batch processing.
Absolutely. All files are handled securely and deleted after project completion.
Small datasets: 1–2 days; larger or complex data: 3–7 days depending on scope.
Starting at$30 /hr
Tags
Matplotlib
pandas
Python
seaborn
Data Analyst
Database Engineer
Data Scientist
Service provided by
Karan Singh Kangra, India
- 8
- Followers
Data Cleaning & Validation for ML, Analytics & Reports Karan Singh
Starting at$30 /hr
Tags
Matplotlib
pandas
Python
seaborn
Data Analyst
Database Engineer
Data Scientist
I offer professional data cleaning, preprocessing, and validation to ensure your datasets are accurate, consistent, and ready for analysis or machine learning. With expertise in Python (Pandas, NumPy) and real-world AI projects, I help you save time, eliminate data errors, and boost model performance.
FAQs
I work with CSV, Excel, JSON, and Google Sheets.
Yes — I can clean and validate large datasets efficiently using Python and batch processing.
Absolutely. All files are handled securely and deleted after project completion.
Small datasets: 1–2 days; larger or complex data: 3–7 days depending on scope.
$30 /hr