SHIVALINGAPPA KANCHANALE
@shivalingappakanchan
Generative AI analyst focused on data annotation QA, product data operations, and analytics-driven quality improvements.
What I'm looking for
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
Product Data Operations Associate
Innodata
Feb 2026 - May 2026 (3 months)
Performed large-scale product data validation and quality review, including metadata and catalog accuracy checks. Identified anomalies and missing information and escalated complex cases for resolution.
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.
Project Coordinator
S B Global Educational Resources Pvt Ltd
Dec 2025 - Jan 2026 (1 month)
Supported operational reporting and project coordination, including generating performance reports and management dashboards. Coordinated with stakeholders for process compliance, validated operational data, and contributed to workflow optimization.
District Manager
Centre for Equity & Quality in Universal Education (CEQUE)
May 2025 - Sep 2025 (4 months)
Managed operational monitoring across 110 educational institutions and coordinated with government stakeholders, administrators, and field teams. Conducted data validation and quality assurance reviews and produced executive summaries and stakeholder presentations.
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.
Field Maintenance Engineer
District Treasury Office
Jan 2024 - Sep 2024 (8 months)
Managed 10–15+ operational requests daily while maintaining SLA compliance and coordinated issue resolution between technical teams and end users. Performed data validation, generated performance/issue reports, and developed SOPs and operational documentation.
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.
Customer Support Engineer
Allied Digital Services Ltd
Jan 2020 - Jun 2020 (5 months)
Managed IT service desk operations including ticket resolution and monitoring SLA compliance and service performance metrics. Prepared operational reports and management updates and created knowledge base articles and support documentation.
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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Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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