Pranay Pani
@pranaypani
Human Data Manager and AI quality expert bridging data operations with program execution.
What I'm looking for
I’m a Computer Science professional with 2+ years coordinating program execution and dataset operations across distributed technical teams. I combine data mining and quality auditing with a CS foundation to bridge technical execution and program delivery.
As a Human Data Manager, I direct program workflows and resource capacity for a team of 300+ data operators, keeping alignment with delivery timelines. I maintained quality above 96%+ across critical multimodal AI data pipelines by enforcing rigorous audit procedures and tracking performance metrics.
I’ve led end-to-end quality validation for complex multi-platform content models, tracked contextual discrepancies, and delivered root-cause feedback to resolve systemic project risks. I also managed contributor deliverables and labeling evaluations to ensure compliance with milestones and schedules, strengthening overall lifecycle quality.
Across roles, I stay disciplined with program documentation, validation schedules, and status reporting to isolate lifecycle blockers and mitigate risk. I’m energized by cross-functional alignment, precise attention to detail, and using tools like Power BI, SQL, Git, and CRM data to improve dataset accuracy and execution efficiency.
Experience
Work history, roles, and key accomplishments
Human Data Manager
Micro1
Nov 2025 - Present (7 months)
Directs program workflows and resource capacity for 300+ data operators, ensuring delivery alignment with organizational timelines. Maintains quality scores above 96% by enforcing audit procedures and tracking performance metrics across multimodal data pipelines.
Customer Support Associate
Tech Mahindra
Aug 2025 - Nov 2025 (3 months)
Resolved complex technical issues in a fast-paced environment while maintaining strong customer satisfaction performance. Used CRM data analysis to optimize daily workflows and escalated blockers to operations management.
Quality Analyst (QA)
Outlier
Dec 2024 - Nov 2025 (11 months)
Managed end-to-end quality validation for complex multi-platform content models to ensure adherence to technical rubrics and project milestones. Identified contextual discrepancies and provided root-cause feedback to resolve systemic risks.
Advanced AI Quality Analyst
Invisible Technologies
Apr 2024 - Nov 2024 (7 months)
Led program quality workflows by evaluating system responses across multiple technical domains and auditing contributor deliverables. Performed error analysis and root-cause investigations to improve overall dataset lifecycle quality and execution efficiency.
Education
Degrees, certifications, and relevant coursework
Axis Institute of Technology and Management
Bachelor of Technology (B.Tech), Computer Science & Engineering
2023 -
B.Tech in Computer Science & Engineering at Axis Institute of Technology and Management (2023–2027, expected). Focused on Data Structures & Algorithms, Database Management Systems, and System Analysis.
Availability
Location
Authorized to work in
Job categories
Skills
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