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Ansh Twry

@anshtwry

Message

I’m a Data Collection & Annotation Associate focused on high-quality AI training datasets.

India

Message

What I'm looking for

I’m looking for remote AI training and data work where I can collect, transcribe, and label data accurately—following detailed guidelines, collaborating when needed, and delivering consistent, on-time results.

I’m a detail-oriented Data Collection & Annotation Associate with hands-on experience in audio collection, transcription, image/video annotation, and AI training datasets. I’ve worked on freelance AI data projects involving POV (egocentric) video collection, audio-to-text transcription, and structured data labeling, with a strong focus on quality, accuracy, guideline compliance, and timely delivery.

I’m comfortable working independently in remote AI training and annotation projects, handling large-scale datasets while maintaining consistency and formatting accuracy. I value clear instructions, careful validation, and reliable dataset management so teams can trust the labeled data they receive.

Experience

Work history, roles, and key accomplishments

Audio Collection & Transcription

Appen

Dec 2025 - Feb 2026 (2 months)

Completed audio collection and transcription for AI training datasets, processing and submitting 5,000+ rows with high accuracy. Converted audio to structured text while maintaining consistency, formatting quality, and guideline compliance for approvals.

Audio Collection Audio Transcription Data Labeling Quality Assurance

Image & Data Annotation

Toloka

Nov 2025 - Present (6 months)

Performed image and data labeling for AI model training by annotating and categorizing visual content according to detailed guidelines. Validated tagged data for correctness and completed assignments within deadlines.

Image Annotation Data Labeling Visual Categorization Quality Assurance