Akanksha Meshram

I’m a Data Analyst & Data QA professional with 4+ years of experience in insurance analytics, SaaS spend intelligence, data annotation, and data quality assurance. I’ve built my practice around improving data compliance and reducing mismatches through systematic validation and defect tracking.

Most recently at Yipit Data India as a Data QA Analyst, I validated end-to-end email receipt ingestion pipelines (500K+ monthly records) using Python (Pandas, NumPy), Excel, and Kibana. I perform PII detection and compliance masking (Templatizer, Regex, AI Mask, Full Mask), achieving 99%+ data compliance accuracy, and I reduced reporting mismatches by 15% through root-cause analysis and Jira defect tracking.

Previously at EXL Services as a Business Analyst, I supported pricing implementation across 50K+ policies, improved rate adequacy insights by 12%, and delivered insurance pricing and claims analytics to actuarial stakeholders. I also started in ML data annotation at Systems Plus Transformation, annotating text and image datasets, applying QA standards, and improving tagging workflows under SLA targets.