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SHIVALINGAPPA KANCHANALE

@shivalingappakanchan

Generative AI analyst focused on data annotation QA, product data operations, and analytics-driven quality improvements.

India
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What I'm looking for

I’m looking for remote, hybrid, or on-site roles where I can drive Generative AI data annotation QA and product data operations, improve data quality with analytics dashboards and KPI monitoring, and ensure SLA-compliant, process-driven outcomes.

I’m a results-driven Data Operations and Quality Assurance professional with 10+ years across AI data annotation QA, product data operations, data validation, technical/client operations, reporting analytics, and process improvement. I bring hands-on experience in Generative AI data annotation quality review, dataset validation, content classification, metadata review, and guideline compliance.

I maintain high-quality standards for large-scale datasets by running annotation audits, identifying edge cases, ensuring data consistency, and supporting AI model training workflows. I’m strong in Excel (advanced), Power BI, SQL, KPI monitoring, and dashboard/report automation—partnering with stakeholders to improve accuracy, SLA compliance, and operational excellence.

Experience

Work history, roles, and key accomplishments

HT

AI Data Annotation QA Checker

Highbrow Technologies

Jan 2026 - Feb 2026 (1 month)

Conducted quality review and validation of AI-generated annotations against client labeling guidelines. Audited for classification and labeling errors, reviewed edge cases, and supported AI model training by validating training datasets.

CC

Teacher Coach

Centre for Equity & Quality in Universal Education (CEQUE)

Sep 2024 - May 2025 (8 months)

Delivered training programs for educators and stakeholders and supported adoption of digital reporting and monitoring systems. Resolved reporting-related user issues, created support documentation and training materials, and improved compliance through targeted coaching.

KT

Computer Operator

Karnataka State Administrative Tribunal

Nov 2020 - Dec 2023 (3 years 1 month)

Processed and validated high volumes of administrative and operational data while ensuring compliance with documentation and data management standards. Maintained accurate system records and supported users with system access guidance and issue resolution.

SL

Customer Support Engineer

Sysnet Global Technologies Pvt. Ltd.

Jan 2016 - May 2019 (3 years 4 months)

Supported 400+ client locations across multiple service environments by managing high-volume service requests and incident resolution. Monitored service KPIs through operational reporting, coordinated with cross-functional teams, and contributed to process optimization.

Education

Degrees, certifications, and relevant coursework

SHIVALINGAPPA hasn't added their education

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