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Ashish Kumar Mandal

Ashish Kumar Mandal

QA Evaluator / Data Quality Reviewer (Freelance)

India flagRanchi, India
IntermediateOther

Key Skills

Software

Other

Top Subject Matter

Human-to-human conversation/audio data
Hindi language text data
Legal Services & Contract Review

Top Data Types

AudioAudio
TextText
DocumentDocument

Top Task Types

Entity Ner Classification

Freelancer Overview

QA Evaluator / Data Quality Reviewer (Freelance). Core strengths include Other. Education includes Bachelor of Computer Applications, Sarala Birla University (2025) and Senior Secondary School Certificate, Mount Egmont School. AI-training focus includes data types such as Audio and Text and labeling workflows including Evaluation, Rating, and Entity (NER) Classification.

Intermediate

Labeling Experience

Hindi Language Annotator

OtherTextEntity Ner Classification
As a Hindi Language Annotator, I annotated and validated Hindi text data following detailed project instructions. I performed quality checks to identify and correct errors and inconsistencies. I ensured compliance with data privacy standards during all annotation tasks. • Annotated text data in Hindi for language-specific AI models. • Maintained high attention to detail and guideline adherence. • Conducted error analysis and content validation. • Contributed to AI training datasets through remote project work.

As a Hindi Language Annotator, I annotated and validated Hindi text data following detailed project instructions. I performed quality checks to identify and correct errors and inconsistencies. I ensured compliance with data privacy standards during all annotation tasks. • Annotated text data in Hindi for language-specific AI models. • Maintained high attention to detail and guideline adherence. • Conducted error analysis and content validation. • Contributed to AI training datasets through remote project work.

Present

QA Evaluator / Data Quality Reviewer (Freelance)

OtherAudio
As a QA Evaluator / Data Quality Reviewer, I evaluated English and Hindi audio data for quality and guideline compliance. I reviewed human-to-human audio recordings for clarity, noise, and conversation naturalness. I provided structured feedback to ensure high-quality AI training datasets. • Evaluated audio for accuracy, consistency, and metadata completeness. • Identified issues related to noise, duration, and disruptions. • Ensured strict adherence to annotation and review guidelines. • Worked remotely on a project basis as an independent contributor.

As a QA Evaluator / Data Quality Reviewer, I evaluated English and Hindi audio data for quality and guideline compliance. I reviewed human-to-human audio recordings for clarity, noise, and conversation naturalness. I provided structured feedback to ensure high-quality AI training datasets. • Evaluated audio for accuracy, consistency, and metadata completeness. • Identified issues related to noise, duration, and disruptions. • Ensured strict adherence to annotation and review guidelines. • Worked remotely on a project basis as an independent contributor.

Present

Education

S

Sarala Birla University

Bachelor of Computer Applications, Computer Applications

Bachelor of Computer Applications
2022 - 2025
M

Mount Egmont School

Senior Secondary School Certificate, Science

Senior Secondary School Certificate
Not specified

Work History

No Work History added yet

Ashish Kumar M. hasn’t added any Work History to their OpenTrain profile yet.