Kirandeep K.

Key Skills

Software

Don't disclose

Top Subject Matter

AI model evaluation and dataset QA for NLP outputs

NLP dataset annotation and labeling

Media transcription

Top Data Types

Text

Audio

Document

Image

Top Task Types

Transcription

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance AI Data Annotator, Translator & Content Writer (AI evaluation/QA). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Microsoft Excel, and Google Sheets. Education includes Bachelor of Science, University of Bedfordshire (2028). AI-training focus includes data types such as Text, Audio, and Document and labeling workflows including Evaluation, Rating, and Entity (NER).

Labeling Experience

Freelance AI Data Annotator, Translator & Content Writer (Prompt engineering)

TextPrompt + Response Writing (SFT)

Performed prompt engineering by writing, testing, and refining prompts to optimize LLM performance. Tuned prompt wording for diverse use cases to improve response quality and consistency. Used iterative testing to refine prompt behavior against expected outcomes. • Wrote and iteratively refined prompts for multiple scenarios • Tested prompt variants to optimize LLM output quality • Applied structured prompt workflows for diverse client needs • Improved LLM performance through refinement cycles

2025 - Present

Freelance AI Data Annotator, Translator & Content Writer (Translation/localization)

Don't discloseDocument

Translated and localized large volumes of documents and digital content across multiple language pairs. Preserved linguistic accuracy and cultural nuance while maintaining consistency across client deliverables. Completed translations as part of broader AI training and dataset preparation workflows. • Translated 500+ documents between English ↔ Punjabi, English ↔ Hindi, English ↔ French, English ↔ Spanish, and English ↔ Korean • Ensured linguistic accuracy and cultural nuance • Supported multilingual content delivery for global clients • Completed work with quality-focused review before submission

2025 - Present

Freelance AI Data Annotator, Translator & Content Writer (Audio transcription/captions)

Don't discloseAudioTranscription

Delivered transcription, captioning, and subtitling for audio and video files for platform-ready content. Achieved 99%+ accuracy while meeting strict quality standards and review requirements. Produced reliable time-aligned outputs to support downstream consumption and indexing. • Transcribed and captioned 200+ audio/video files • Created subtitles meeting 99%+ accuracy requirements • Ensured compliance with platform quality standards • Reviewed outputs to maintain first-pass quality

2025 - Present

Freelance AI Data Annotator, Translator & Content Writer (NLP/text labeling)

Text

Annotated and labeled large volumes of textual data to support NLP and related machine-learning model training. Maintained high annotation accuracy above 98% across all client projects through careful verification. Followed consistent labeling protocols to ensure reliable training data quality. • Labeled 10,000+ data points for NLP-focused ML models • Verified and corrected labeled entries to maintain 98%+ accuracy • Applied data-cleaning protocols to reduce error rates • Supported model training with accurately structured annotations

2025 - Present

Freelance AI Data Annotator, Translator & Content Writer (AI evaluation/QA)

Don't discloseText

Provided structured evaluation of AI-generated outputs for factual correctness, tone, and safety across multiple client use cases. Applied rigorous QA checks to reduce critical errors and improve model response quality based on observed gaps. Maintained consistent annotation and feedback quality under remote, deadline-driven workflows. • Rated outputs for correctness, tone, and safety alignment • Produced structured feedback used to improve downstream responses • Conducted verification of large-scale dataset entries • Ensured zero critical-error incidents across delivered work

2025 - Present

Education

Work History