Arsha M.

Key Skills

Software

No software listed

Top Subject Matter

AI training dataset support

Q&A extraction and data annotation

Top Data Types

Text

Computer Code Programming

Top Task Types

Question Answering

Entity (NER) Classification

Freelancer Overview

Data Annotator at INNODATA INDIA. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and MS Excel. Education includes Advanced Certification Data Analytics, EDUBRIDGE Learning Pvt Ltd (2023) and Bachelor of Science, Pazhassi Raja NSS College (2021). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation, Rating, and Question Answering.

Labeling Experience

Data Annotator - Inndata India

Entity (NER) Classification

You reviewed, evaluated, and labeled data to support the creation of AI training datasets for next-generation systems. The role required attention to detail and consistent adherence to labeling and quality guidelines. You collaborated to ensure the dataset outputs met expected standards and helped improve model performance. • Performed systematic review and evaluation of data items • Produced labeled outputs following defined guidelines • Checked data quality and accuracy before submission • Supported development of AI training datasets

2025 - 2025

Data Annotator at INNODATA INDIA

Text

Reviewed and evaluated data to create and improve AI training datasets. Assisted in labeling activities that support next-generation AI systems and downstream machine learning workflows. Performed quality-focused annotation work based on provided guidelines and requirements. • Data review and evaluation • Dataset labeling to support AI training • Quality assurance during annotation • Collaboration with team objectives

2025 - 2025

Senior Associate - Inndata India

Entity (NER) Classification

You supported Q&A extraction and data annotation activities using Excel and mathematical reasoning. The work required applying structured thinking to prepare and validate dataset components. You ensured outputs were organized and aligned with task requirements and accuracy expectations. • Conducted Q&A extraction and dataset preparation • Performed data annotation using MS Excel • Applied mathematics concepts to support extraction quality • Ensured organized and accurate contributions to task deliverables

2024 - 2024

Senior Associate at INNODATA INDIA

TextQuestion Answering

Performed Q&A extraction and supported data annotation for knowledge-style outputs. Used spreadsheets and analytical tools to organize annotation work and ensure consistency. Applied mathematical and content understanding to improve the usefulness of labeled data. • Q&A extraction tasks • Data annotation and curation • Spreadsheet-based organization in MS Excel • Content understanding to support label quality

2024 - 2024

Education

Work History