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SONALI MARIA THAKUR

Available to hire

I’m Sonali Maria Thakur, a detail-oriented quality professional with 6+ years of experience evaluating digital content, AI-generated outputs, and user feedback against defined guidelines and standards.

About

I’m Sonali Maria Thakur, a detail-oriented quality professional with 6+ years of experience evaluating digital content, AI-generated outputs, and user feedback against defined guidelines and standards. I focus on clarity, accuracy, and usefulness, and I enjoy turning observations into actionable, objective written feedback for improvement.

Across my roles—from AI evaluation work and large-scale content review to fraud and compliance case reviews and customer support—I’ve developed strong root-cause thinking, consistent auditing habits, and the ability to communicate findings clearly to cross-functional teams. I’m comfortable balancing structured evaluation with practical troubleshooting, ensuring processes, outputs, and decisions stay aligned with policy and quality expectations.

  • 5 years' experience
  • Joined September 2026

Industry experience

  • Professional Services
  • Software & Internet
  • Telecommunications
  • Financial Services

Work experience· 4 roles

AI Evaluation & Content Specialist (Contract) · Handshake AI / OneForma / User InterviewJan 2025 – Jan 2026 · 1 yr 1 mo

Evaluated AI-generated content and outputs against quality, accuracy, and usefulness guidelines, providing objective written feedback to support AI training and improvement. Reviewed and evaluated large-scale digital content sets for clarity, consistency, and adherence to client guidelines, flagging issues for correction. Collected and analyzed user feedback on digital products for relevance and usefulness to inform product decisions. Identified inconsistencies, errors, and suboptimal outputs across diverse datasets, communicating findings clearly in written English with well-reasoned justifications and suggestions. Collaborated with project teams to refine evaluation criteria and processes.

Quality Analyst · InTouchCXNov 2022 – Jan 2025 · 2 yrs 3 mos

Reviewed voice and chat interactions involving fraud-related charges and evaluated them against compliance standards and company policy. Investigated suspicious activity and recurring patterns using critical thinking and analytical review, performing root-cause analysis and translating findings into corrective actions and SOP updates. Conducted manual reviews to calibrate automated quality and compliance measurement systems. Provided coaching and detailed, objective feedback based on audit findings to improve consistency and outcomes.

Sr. Associate Technical Support · Tech MahindraDec 2021 – Jul 2022 · 8 mos

Provided live technical support to customers, resolving account and system-level issues while maintaining strict SLA compliance. Managed and resolved complex customer escalations through root-cause analysis and clear communication, ensuring timely and accurate issue resolution.

Voice Process and Email Chat Executive · ClixsenseDec 2019 – Dec 2021 · 2 yrs 1 mo

Certifications and awards· 14

Quality Management Foundations2030 – 2026
Excel Essential Training (Microsoft 365)2030 – 2026
Google Sheets Essential Training2030 – 2026
Prompt Engineering with ChatGPT2030 – 2026

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