Kritika R.

Key Skills

Software

Data Annotation Tech

OneForma

Other

Top Subject Matter

AI evaluation and annotation quality auditing (Hindi/English)

Conversational audio data generation for AI training

Prompt-response evaluation and response quality annotation

Top Data Types

Document

Image

Text

Audio

Top Task Types

Data Collection

Evaluation/Rating

Object Detection

Prompt + Response Writing (SFT)

Translation/Localization

RLHF

Audio Recording

Freelancer Overview

Data Quality Analyst & Auditor (Hindi/English), SME Careers. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Data Annotation Tech. Education includes Bachelor of Commerce, Guru Nanak Dev University. AI-training focus includes data types such as Text and Audio and labeling workflows including RLHF, Audio Recording, and Evaluation.

Labeling Experience

Data Quality Analyst and Auditor (Hindi/English) - SME Careers

AudioRLHF

As a Data Quality Analyst and Auditor, you review and audit annotators' work to ensure compliance with project guidelines, quality standards, and client requirements. You identify quality issues, inconsistencies, and instruction-following errors, then provide clear and actionable feedback to improve annotation outcomes. You also perform quality assurance checks on AI evaluation tasks by assessing accuracy, contextual understanding, consistency, and adherence to guidelines using structured human feedback. • Audit and compliance verification for annotation work • Instruction-following and accuracy assessments • Actionable feedback to improve quality • Monitoring evaluation quality trends and reliability

2026 - Present

Data Quality Analyst & Auditor (Hindi/English), SME Careers

OtherTextRLHF

Conducted RLHF-style evaluation quality assurance by reviewing AI outputs and assessing instruction following, contextual accuracy, consistency, and guideline adherence against client requirements. Audited annotator work to ensure compliance with structured project instructions and provided actionable feedback to improve labeling quality. Tracked evaluation quality trends and supported reliability improvements through structured human feedback. • Reviewed annotators’ submissions for instruction-following errors, inconsistencies, and quality issues • Performed QA checks on AI evaluation tasks including accuracy and contextual understanding • Monitored trends in evaluation quality and contributed to process improvements • Delivered clear, actionable feedback aligned to annotation guidelines

2026 - Present

Audio Content Contributor – Podcasts & Conversations, Babel Audio

OtherAudioAudio Recording

Produced structured spoken audio for AI training by contributing as Host, Advisor, Guest, and Advice-Seeker in podcasts and conversation scenarios. Delivered natural, well-paced, emotionally appropriate responses while adapting tone and style to conversation goals and prompts. Maintained conversational flow through active listening, empathy, and coherent dialogue across diverse topics. • Recorded role-based conversational segments aligned to prompts • Adjusted speech tone, pacing, and emotional level to match scenario objectives • Demonstrated active listening and natural conversational turn-taking • Provided diverse, authentic responses for training data enrichment

2025 - 2026

Data Annotator, DataAnnotation.tech (Freelance)

Data Annotation TechText

Performed text-based AI data annotation by evaluating and comparing prompt-response pairs according to instruction following, coherence, and factual accuracy criteria. Completed detailed response quality assessments using defined guidelines to identify strengths and areas for improvement. Focused on improving overall response quality for downstream AI model performance. • Assessed prompt-response instruction adherence and coherence • Evaluated factual accuracy and guideline compliance • Compared multiple responses for quality differences • Produced annotated judgments and improvement-focused feedback

2025 - 2025

Transcription and Audio Content Verification

OtherAudioText Generation

I transcribed and proofread financial call recordings, ensuring speaker accuracy, formatting consistency, and correct financial data referencing per style guidelines. The work involved verifying company names, figures, and terminology from official sources to maintain 100% transcription quality.

2025 - 2025

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Education

Work History