Shivom S.

Key Skills

Software

Labelbox

Surge AI

Toloka

Label Studio

Top Subject Matter

ML and NLP model training (text annotation)

ML model training (image annotation)

ML and NLP model training (audio annotation)

Top Data Types

Computer Code Programming

Image

Video

Text

Audio

Top Task Types

Transcription

Classification

Freelancer Overview

AI Trainer / Data Annotator & Labeler (Freelance) — Opentrain | Prolific. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio and Labelbox. Education includes Bachelor of Computer Applications, Lucknow University (2023). AI-training focus includes data types such as Text, Image, and Audio and labeling workflows including Entity (NER), Classification, and Transcription.

Labeling Experience

AI Trainer / Data Annotator & Labeler (Freelance) — Opentrain | Prolific

Label StudioAudioTranscription

Annotated and labeled audio datasets for ML and NLP model training tasks. Worked with Label Studio and LabelBox to support structured annotation workflows and reliable output formatting. Maintained required annotation quality across projects and incorporated feedback loops from model evaluations. • Labeled audio data according to task guidelines • Used annotation platforms to manage and export labeled samples • Ensured accuracy met quality threshold requirements • Coordinated with teams to keep labeling instructions consistent

2024 - 2025

AI Trainer / Data Annotator & Labeler (Freelance) — Opentrain | Prolific

Label StudioImageClassification

Annotated and labeled image datasets for ML model training as part of AI data annotation work. Utilized Label Studio and LabelBox to create structured labels efficiently and maintain consistency across tasks. Ensured annotation accuracy stayed above required quality thresholds while collaborating with platform teams. • Produced labeled image data aligned to ML training needs • Applied platform annotation instructions accurately • Maintained quality scoring within required limits • Delivered annotations across multiple concurrent projects

2024 - 2025

AI Trainer / Data Annotator & Labeler (Freelance) — Opentrain | Prolific

Label StudioText

Annotated and labeled large-scale text datasets for ML and NLP model training under freelance AI training work. Used Label Studio and LabelBox to follow structured annotation guidelines and ensure consistent labeling outputs. Provided feedback on AI model behavior as part of RLHF (Reinforcement Learning from Human Feedback) pipelines. • Labeled text content to support NLP training objectives • Followed annotation guidelines provided by platform teams • Performed quality checks to maintain required accuracy thresholds • Contributed iteration-ready annotations for multiple projects

2024 - 2025

Education

Work History