Isha User
@ishauser4
I improve AI training data through multimodal annotation, validation, and quality control.
IndiaWhat I'm looking for
I've supported NVIDIA computer vision and robotics datasets through SuperAnnotate, annotating and reviewing video data for human and robotic movement use cases. I perform self-review, consistency checks, edge-case analysis, calibration, and quality validation to help deliver accurate AI training data.
Across Welocalize, Welo Data, Innodata, and Agents Only projects, I've worked on generative AI, multimodal annotation, personalized search relevance, place recommendations, and AI-generated audio and text review. At Innodata, I validated large datasets for accuracy, consistency, and completeness, improving data quality by 20%.
Before AI data work, I spent two years at Accenture supporting Salesforce CG Cloud Trade Promotion Management enterprise CRM applications. I handled smoke testing, incident management, defect tracking, root cause analysis, REST API integrations, and Agile sprint deliverables.
I'm focused on reliable human feedback, clear quality standards, and identifying ambiguous scenarios that improve model performance.
Experience
Work history, roles, and key accomplishments
Generative AI Data Analyst
Welocalize India LLP
Jun 2026 - Jul 2026 (1 month)
Annotated and reviewed video datasets for Mecka Human and robotics use cases supporting computer vision and autonomous AI model development. Performed self-review, consistency checks, edge-case identification, and quality validation to maintain accurate training data.
Map Personalization Analyst
Welo Data
Apr 2026 - May 2026 (1 month)
Reviewed personalized search queries and results based on user activity history and evaluated suggested places. Rated relevance and usefulness of recommended places according to project guidelines.
Data Annotator
Innodata
Jan 2026 - Mar 2026 (2 months)
Validated large datasets for accuracy, consistency, and completeness, improving data quality by 20%. Performed high-volume multimodal annotation and quality review on structured datasets for Generative AI model training.
AI Voice Trainer
Agents only
Nov 2025 - Jan 2026 (2 months)
Analyzed and validated AI-generated audio and text outputs for accuracy and performance. Identified system-level issues in speech data and provided feedback for improvement.
Supported Salesforce CG Cloud Trade Promotion Management (TPM) enterprise CRM applications. Performed smoke testing, incident management, defect tracking, and root cause analysis while adhering to SLAs.
Education
Degrees, certifications, and relevant coursework
Symbiosis Centre of Distance Learning
Post Graduate Diploma in Management, Human Resource Management
2024 - 2025
Grade: 7.2/10
Pursued a Post Graduate Diploma in Management with a focus on Human Resource Management.
ITM Group of Institutions
Bachelor of Technology, Computer Science Engineering
2017 - 2021
Grade: 6.90/10
Earned a Bachelor of Technology in Computer Science Engineering.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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