Muhammad Shibil JM

Analyzed and validated large structured datasets to identify
inconsistencies, missing values, and accuracy issues
Performed detailed data verification and classification using
Python-based analysis
Conducted quality checks and documented findings to support
data-driven decisions
Followed defined guidelines to ensure consistency and reliability of
data outputs