Nivedita Chaudhary

Key Skills

Software

Appen

Top Subject Matter

LLM/AI textual data

AI content validation and review

Finance

Top Data Types

Text

Image

Video

Top Task Types

Classification

Text Generation

Text Summarization

Transcription

Prompt + Response Writing (SFT)

Freelancer Overview

AI Data Annotation & Content Evaluation (Freelance / Remote). Core strengths include Appen and DataAnnotation. Education includes Master of Business Administration, Delhi Institute of Advanced Studies, GGSIPU (2023) and Bachelor of Commerce, Delhi Institute of Advanced Studies, GGSIPU (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Content Review & Data Quality Tasks (Microtask Platforms)

Text

I completed structured quality control and data annotation tasks using various microtask platforms. My work involved content review, labeling, and validation for AI-generated and human-written text. I demonstrated strict adherence to evaluation frameworks and content accuracy standards. • Performed content quality rating, validation, and error flagging tasks. • Identified guideline violations and inconsistencies in textual data. • Applied robust acceptance criteria in diverse annotation scenarios. • Ensured high-quality outputs through attention to detail and critical analysis.

I completed structured quality control and data annotation tasks using various microtask platforms. My work involved content review, labeling, and validation for AI-generated and human-written text. I demonstrated strict adherence to evaluation frameworks and content accuracy standards. • Performed content quality rating, validation, and error flagging tasks. • Identified guideline violations and inconsistencies in textual data. • Applied robust acceptance criteria in diverse annotation scenarios. • Ensured high-quality outputs through attention to detail and critical analysis.

2021 - Present

AI Data Annotation & Content Evaluation (Freelance / Remote)

AppenText

As an AI data annotator and language specialist, I contributed to large language model (LLM) improvement tasks requiring careful content evaluation and data labeling. My responsibilities included labeling and evaluating Hindi and English textual content based on rigorous guidelines and established rubrics. The role demanded consistent quality assessment and the generation of structured, guideline-compliant outputs. • Labeled and evaluated text responses for accuracy, logical flow, and guideline adherence. • Reviewed, classified, and validated content for both Hindi and English tasks. • Corrected outputs for grammar, tone, and factual correctness. • Maintained high productivity while meeting strict quality benchmarks.

As an AI data annotator and language specialist, I contributed to large language model (LLM) improvement tasks requiring careful content evaluation and data labeling. My responsibilities included labeling and evaluating Hindi and English textual content based on rigorous guidelines and established rubrics. The role demanded consistent quality assessment and the generation of structured, guideline-compliant outputs. • Labeled and evaluated text responses for accuracy, logical flow, and guideline adherence. • Reviewed, classified, and validated content for both Hindi and English tasks. • Corrected outputs for grammar, tone, and factual correctness. • Maintained high productivity while meeting strict quality benchmarks.

2021 - Present

Education

Work History