Maheswari MM

Structured Content& DatabaseValidation: Performed qualitycontrol (QC), backend validation,
and metadata enrichmenton large-scale scientificdatasetswithin Clarivate database
platforms, ensuring adherenceto editorial frameworks and data governance standards.
Rule-Based Logic&QualityControl: Executed rules-based validation checks (conceptually
aligned with regulatoryintelligence logic) to identifydata gaps, structural errors, and metadata
inconsistencies across complex records.
WorkflowVerification &System Testing: Supported testing ofinternal database rules,
automated data processing scripts, and system updatestoverifyaccuracy, consistency, and
search integrity.
Data Integrity& Discrepancy Resolution: Identified, logged, and resolved backend data
discrepancies, conducting root-cause analysis on recurring anomaliesto drive corrective and
preventive actions (CAPA).
SOP & Editorial Compliance: Maintained meticulous audittrails and strictlyadhered to Standard
Operating Procedures (SOPs) to deliverconsistent, audit-readydata outputs.
Cross-Functional Collaboration: Partnered with global content, technology, and subject-matter
teamsto resolve database queries, streamline data verification pipelines, and refine content
models.