Shubham Singh

Key Skills

Software

Remotasks

Data Annotation Tech

Mindrift

Clickworker

Top Subject Matter

Economics Domain Expertise

Financial Compliance & Risk Analysis

Accounting Domain Expertise

Top Data Types

Text

Image

Document

Top Task Types

Classification

Bounding Box

Text Generation

Segmentation

Freelancer Overview

AI Data Labeler & Trainer (Text Tasks, RLHF, LLM Evaluation). Core strengths include Remotasks, Macgence, and Data Annotation Tech. Education includes Bachelor of Commerce, Gaya College, Magadh University (2024) and Chartered Accountancy Foundation, Institute of Chartered Accountants of India (2024). AI-training focus includes data types such as Text and Image and labeling workflows including Classification, Bounding Box, and Text Generation.

Labeling Experience

Text Annotation & Content Review Specialist (Micro-task Platforms)

ClickworkerText

Contributed to text annotation, content quality evaluation, and survey tasks on Clickworker and Microtask.in. Evaluated user-generated content in English and Hindi, ensuring clarity, correctness, and appropriateness for AI data training. Handled diverse micro-tasks supporting AI model evaluation and training workflows. • Performed content review for AI assistant and chatbot data pipelines. • Evaluated and rated text for linguistic quality and context fit. • Assisted in tasks involving preference ranking and content filtering. • Supported survey-based data collection to enhance dataset diversity.

Contributed to text annotation, content quality evaluation, and survey tasks on Clickworker and Microtask.in. Evaluated user-generated content in English and Hindi, ensuring clarity, correctness, and appropriateness for AI data training. Handled diverse micro-tasks supporting AI model evaluation and training workflows. • Performed content review for AI assistant and chatbot data pipelines. • Evaluated and rated text for linguistic quality and context fit. • Assisted in tasks involving preference ranking and content filtering. • Supported survey-based data collection to enhance dataset diversity.

2023 - Present

RemoteCreator/Writer (AI Data Annotation & Evaluation)

MindriftText

Worked as a RemoteCreator/Writer for Mindrift (Toloka), authoring and evaluating AI training data in Economics, Finance, and Accounting. Rated and reviewed LLM outputs for content quality, reasoning, and domain-specific expertise. Ensured quality control and domain relevance in annotated content. • Authored economics and finance content for AI data pipelines. • Rated and scored LLM outputs for instructional following and factual correctness. • Participated in domain-specific evaluation and review projects. • Enhanced LLM adaptation to finance/accounting scenarios through targeted data work.

Worked as a RemoteCreator/Writer for Mindrift (Toloka), authoring and evaluating AI training data in Economics, Finance, and Accounting. Rated and reviewed LLM outputs for content quality, reasoning, and domain-specific expertise. Ensured quality control and domain relevance in annotated content. • Authored economics and finance content for AI data pipelines. • Rated and scored LLM outputs for instructional following and factual correctness. • Participated in domain-specific evaluation and review projects. • Enhanced LLM adaptation to finance/accounting scenarios through targeted data work.

2023 - Present

Hindi AI Trainer & Data Annotator (LLM Data Generation)

Data Annotation TechTextText Generation

Produced and evaluated AI training data as a Hindi AI Trainer on DataAnnotation.tech. Generated and reviewed bilingual LLM data focused on both Hindi and English content. Conducted content evaluation and linguistic quality review to enhance multilingual LLM performance. • Created and edited Hindi-language training data for natural language models. • Evaluated AI text outputs for accuracy and relevance. • Reviewed bilingual prompts, responses, and preference labeling tasks. • Engaged in cross-lingual data annotation using both Hindi and English.

Produced and evaluated AI training data as a Hindi AI Trainer on DataAnnotation.tech. Generated and reviewed bilingual LLM data focused on both Hindi and English content. Conducted content evaluation and linguistic quality review to enhance multilingual LLM performance. • Created and edited Hindi-language training data for natural language models. • Evaluated AI text outputs for accuracy and relevance. • Reviewed bilingual prompts, responses, and preference labeling tasks. • Engaged in cross-lingual data annotation using both Hindi and English.

2023 - Present

Image Annotation Specialist (Bounding Box Annotation)

ImageBounding Box

Executed precision bounding box annotation work for image data via Macgence. Focused on identifying and labeling objects within images to support computer vision training datasets. Prioritized accuracy and guideline adherence during image labeling work. • Labeled visual data to train AI models in object detection applications. • Applied bounding boxes to annotated images for supervised computer vision datasets. • Participated in image annotation tasks as part of high-volume project onboarding. • Processed images for use in both generic and finance/accounting relevant domains.

Executed precision bounding box annotation work for image data via Macgence. Focused on identifying and labeling objects within images to support computer vision training datasets. Prioritized accuracy and guideline adherence during image labeling work. • Labeled visual data to train AI models in object detection applications. • Applied bounding boxes to annotated images for supervised computer vision datasets. • Participated in image annotation tasks as part of high-volume project onboarding. • Processed images for use in both generic and finance/accounting relevant domains.

2023 - Present

AI Data Labeler & Trainer (Text Tasks, RLHF, LLM Evaluation)

RemotasksTextClassification

On Remotasks/Scale AI, completed text classification, response evaluation, and content quality rating tasks for LLM training. Tasks involved prompt/response scoring, RLHF data collection, and multilingual content review in English and Hindi. Maintained high standards for accuracy in AI training data and annotation workflows. • Labeled and scored text responses for Large Language Model (LLM) reinforcement learning datasets. • Evaluated and classified text data for quality, factuality, and stylistic adherence. • Contributed to preference ranking and instruction-following annotation tasks. • Supported multilingual data labeling with Hindi and English content.

On Remotasks/Scale AI, completed text classification, response evaluation, and content quality rating tasks for LLM training. Tasks involved prompt/response scoring, RLHF data collection, and multilingual content review in English and Hindi. Maintained high standards for accuracy in AI training data and annotation workflows. • Labeled and scored text responses for Large Language Model (LLM) reinforcement learning datasets. • Evaluated and classified text data for quality, factuality, and stylistic adherence. • Contributed to preference ranking and instruction-following annotation tasks. • Supported multilingual data labeling with Hindi and English content.

2023 - Present

Education

Work History