SHWETA SHALINI
Bhiwadi
Summary
Dynamic AI professional with extensive experience at Innodata, excelling in data quality reviews and annotation standards. Proven track record in enhancing operational efficiency by 30% through effective team collaboration and meticulous data verification. Skilled in natural language processing, computer vision and adept at resolving complex edge cases to ensure model readiness.
Overview
9
9
years of professional experience
Work History
Senior Associate- AI/LLMs
Innodata
Noida
10.2024 - 10.2026
- Assessed data quality for Innodata AI content operations, ensuring high standards.
- Evaluated labeled data for accuracy, consistency, and policy compliance, enhancing data integrity.
- Resolved escalated issues in data operations and quality checks, improving overall workflow.
- Trained junior associates on annotation standards and review guidelines.
- Managed workflow queues for editorial and data processing tasks.
- Responded to customer inquiries promptly while meeting service level agreements.
AI Data Annotation
Freelancing
Gurgaon
08.2022 - 09.2024
- Supported text, image, and audio data preparation for AI training workflows.
- Ensured adherence to annotation guidelines and quality standards to maintain data integrity.
- Verified dataset accuracy across tagging, categorization, and transcription to support reliable AI model training.
- Reviewed edge cases and corrected data labels for model readiness.
- Documented annotation decisions for AI team to enhance reference consistency and decision-making.
- Maintained positive working relationships with staff and management.
Operation Analyst
First Advantage
Bengaluru
04.2019 - 03.2022
- Annotated multimodal datasets using employer labeling guidelines and quality standards.
- Reviewed complex edge cases for text, image, and audio annotations.
- Collaborated with engineers and analysts on model training data needs.
- Validated annotation accuracy through manual audits and guideline checks.
- Escalated ambiguous labels to project leads for consistent employer decisions.
- Updated labeling instructions for shifting employer data requirements.
- Trained new annotators on employer workflows and review procedures.
Executive - Digital Transformation Advisor
[247].ai
Bengaluru
09.2017 - 12.2018
- Engaged with over 50 clients as Executive - Digital Transformation Advisor to identify business objectives and digital transformation needs.
- Delivered customized digital solutions that streamlined operations, resulting in a 30% improvement in operational efficiency and significant cost savings for clients.
- Conducted data cleaning and preprocessing, enhancing data quality by implementing procedures that reduced errors by 85%, facilitating more accurate insights and strategic decision-making.
- Managed large datasets for client data collection and processing, ensuring accuracy and relevance for strategic analysis.
Education
Master's Program - AI & ML
Edureka
Bengaluru, India06-2024
Post Graduate Diploma in Artificial Intelligence - AI & ML
E & ICT Academy NIT Warangal
Warangal, India02-2023
Bachelor of Engineering (BE) - Information Science
Atria Institute of Technology
Bengaluru, India07-2017
12th - PCM
LMNS ITTAKI Intermediate College
Ranchi, India06-2013
Skills
- Data annotation
- Quality review
- Data annotation accuracy
- Data quality assurance
- Annotation guidelines
- Edge case review
- Natural language processing
- Multimodal data analysis
- Text annotation proficiency
- Data categorization
- LLM operations
- Pattern recognition
- Team collaboration
- Data accuracy validation
Timeline
Senior Associate- AI/LLMs
Innodata
10.2024 - 10.2026
AI Data Annotation
Freelancing
08.2022 - 09.2024
Operation Analyst
First Advantage
04.2019 - 03.2022
Executive - Digital Transformation Advisor
[247].ai
09.2017 - 12.2018
Master's Program - AI & ML
Edureka
Post Graduate Diploma in Artificial Intelligence - AI & ML
E & ICT Academy NIT Warangal
Bachelor of Engineering (BE) - Information Science
Atria Institute of Technology
12th - PCM
LMNS ITTAKI Intermediate College