Kritika Cain

Key Skills

Software

Appen

Other

OneForma

Top Subject Matter

General AI Training

Search Relevance Evaluation

Text and Image Classification

Top Data Types

Text

Image

Top Task Types

Data Collection

Classification

Freelancer Overview

Data Annotation and AI Training Tasks. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Appen, Other, and OneForma. Education includes Bachelor of Commerce, University of Delhi (2019) and Secondary School Certificate, Raja Ravi Verma SKV School (2016). AI-training focus includes data types such as Text and Image and labeling workflows including Data Collection, Evaluation, and Rating. THAT IS.

Labeling Experience

Image/Text Classification Annotator

OneformaImageClassification

Completed image and text classification tasks with high accuracy at Oneforma. Labeled images and categorized textual data to support AI model development. Ensured that all classifications adhered to established standards. • Used precise criteria to assign correct categories • Followed project-specific labeling protocols • Monitored personal accuracy and consistency • Contributed to fast project turnaround

Completed image and text classification tasks with high accuracy at Oneforma. Labeled images and categorized textual data to support AI model development. Ensured that all classifications adhered to established standards. • Used precise criteria to assign correct categories • Followed project-specific labeling protocols • Monitored personal accuracy and consistency • Contributed to fast project turnaround

Not specified

Content and Search Evaluation

OtherText

Conducted content and search evaluation for Alignerr. Evaluated search results and online content for relevance and quality. Provided feedback to refine algorithms and improve AI performance. • Reviewed and rated search outputs • Used specific guidelines to ensure consistency • Supported quality improvement initiatives • Delivered timely feedback on assignments

Conducted content and search evaluation for Alignerr. Evaluated search results and online content for relevance and quality. Provided feedback to refine algorithms and improve AI performance. • Reviewed and rated search outputs • Used specific guidelines to ensure consistency • Supported quality improvement initiatives • Delivered timely feedback on assignments

Not specified

Data Annotation and AI Training Tasks

AppenTextData Collection

Worked on data annotation and AI training tasks with Appen and Soul AI. Responsibilities included annotating datasets to train machine learning models and ensuring data quality. Collaborated remotely to meet project deadlines and quality standards. • Annotated various data types including text and images • Followed provided guidelines and specifications for labeling • Participated in quality assurance processes to improve data accuracy • Worked with global teams on distributed projects

Worked on data annotation and AI training tasks with Appen and Soul AI. Responsibilities included annotating datasets to train machine learning models and ensuring data quality. Collaborated remotely to meet project deadlines and quality standards. • Annotated various data types including text and images • Followed provided guidelines and specifications for labeling • Participated in quality assurance processes to improve data accuracy • Worked with global teams on distributed projects

Not specified

Education

Work History