Pradeep Kumar

Key Skills

Software

AWS SageMaker

Appen

CVAT

Encord

Google Cloud Vertex AI

Labelbox

Roboflow

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Video

Top Label Types

Computer Programming Coding

Data Collection

Emotion Recognition

Evaluation Rating

Object Detection

Polygon

Prompt Response Writing SFT

Question Answering

RLHF

Text Generation

Text Summarization

Transcription

Freelancer Overview

AI Data Trainer / Annotation Specialist Remote | Freelance / Contract Prepared high-quality training data for machine learning models through precise annotation, linguistic evaluation, and transcription tasks. Applied complex project guidelines to ensure consistency, accuracy, and compliance across datasets. Demonstrated strong attention to detail by identifying language nuances, contextual meaning, and potential data errors impacting model performance. Maintained high accuracy standards while working independently in remote AI production environments. Utilized structured reasoning to interpret ambiguous cases and improve overall dataset reliability. Consistently met project deadlines while handling cognitively demanding workloads requiring sustained focus.

Labeling Experience

Ai trainer

MercorComputer Code ProgrammingPolygonEmotion Recognition

Delivered high-accuracy bilingual linguistic support in Hindi and English for AI training and language processing projects. Analyzed spoken and written content to preserve contextual meaning, tone, and linguistic intent across datasets. Applied advanced grammar, syntax, and vocabulary knowledge to ensure language consistency and data quality. Identified ambiguities, dialect variations, and semantic differences critical to improving natural language model performance.

Delivered high-accuracy bilingual linguistic support in Hindi and English for AI training and language processing projects. Analyzed spoken and written content to preserve contextual meaning, tone, and linguistic intent across datasets. Applied advanced grammar, syntax, and vocabulary knowledge to ensure language consistency and data quality. Identified ambiguities, dialect variations, and semantic differences critical to improving natural language model performance.

2025

DATA LABELING SPECIALIST

AppenTextQuestion AnsweringEmotion Recognition

Worked on structured data labeling and AI annotation projects involving text review and evaluation. Tasks included annotating text data, reviewing AI-generated responses, scoring outputs for clarity and correctness, and providing structured, guideline-based feedback to improve language model performance. Work was completed remotely with a focus on accuracy, consistency, and quality standards.

Worked on structured data labeling and AI annotation projects involving text review and evaluation. Tasks included annotating text data, reviewing AI-generated responses, scoring outputs for clarity and correctness, and providing structured, guideline-based feedback to improve language model performance. Work was completed remotely with a focus on accuracy, consistency, and quality standards.

2024

Ai annotation specialist

ClickworkerImageQuestion AnsweringEmotion Recognition

Worked on structured data labeling and AI annotation projects involving image review and evaluation. Tasks included annotating image data, reviewing AI-generated responses, scoring outputs for clarity and correctness, and providing structured, guideline-based feedback to improve language model performance. Work was completed remotely with a focus on accuracy, consistency, and quality standards.

Worked on structured data labeling and AI annotation projects involving image review and evaluation. Tasks included annotating image data, reviewing AI-generated responses, scoring outputs for clarity and correctness, and providing structured, guideline-based feedback to improve language model performance. Work was completed remotely with a focus on accuracy, consistency, and quality standards.

2023 - 2024

Education

Work History