Aniket Khage

Key Skills

Software

Appen

Top Subject Matter

Data Annotator

Search Engine and ads Evaluator

Data Lablling

Top Data Types

Text

Audio

Video

Top Task Types

Evaluation/Rating

Data Collection

Classification

Object Detection

Computer Programming/Coding

Transcription

Text Generation

Text Summarization

Question Answering

Freelancer Overview

I have extensive hands-on experience in AI training data and data labelling across a wide range of task types, including text, image, audio, and video. My work has involved evaluating AI model responses for quality and relevance, generating and assessing prompts and responses, and performing detailed data annotation to improve model performance. I have also worked on search engine result evaluation, ad relevance assessment, and social media content evaluation, where understanding user intent and applying strict guidelines were critical. Additionally, I have contributed to data collection tasks, ensuring high-quality datasets for training and validation purposes. My key strengths include strong analytical thinking, attention to detail, and the ability to consistently follow complex annotation guidelines while maintaining high accuracy. I am comfortable working with multilingual data and diverse content types, which helps in capturing context, tone, and cultural nuances effectively. With a solid foundation in Artificial Intelligence studies and practical experience across multiple AI workflows, I bring reliability, adaptability, and a quality-focused approach to every task I take on as a freelancer.

Labeling Experience

AI Search Result & Ad Relevance Evaluator

AppenTextEvaluation Rating

Worked on evaluating the relevance and quality of search engine results and online advertisements based on user queries and intent. Tasks included comparing multiple search results, assigning relevance ratings, and assessing ad usefulness and accuracy. Followed detailed guidelines to ensure consistency in judgment across various query types, including informational, navigational, and transactional searches. Maintained high accuracy and productivity while handling large volumes of data.

Worked on evaluating the relevance and quality of search engine results and online advertisements based on user queries and intent. Tasks included comparing multiple search results, assigning relevance ratings, and assessing ad usefulness and accuracy. Followed detailed guidelines to ensure consistency in judgment across various query types, including informational, navigational, and transactional searches. Maintained high accuracy and productivity while handling large volumes of data.

2023 - Present

Social Media Content & Ad Evaluation Specialist

VideoEvaluation Rating

Evaluated social media posts and advertisements for relevance, engagement potential, and policy compliance. Tasks included reviewing ad creatives, analyzing audience targeting, and rating content quality based on guidelines. Ensured accurate classification and consistent evaluation across a wide range of content types.

Evaluated social media posts and advertisements for relevance, engagement potential, and policy compliance. Tasks included reviewing ad creatives, analyzing audience targeting, and rating content quality based on guidelines. Ensured accurate classification and consistent evaluation across a wide range of content types.

2023 - 2026

Data Collection & Transcription Specialist

AudioData Collection

Worked on collecting and transcribing audio data to support speech recognition model training. Ensured accurate conversion of spoken content into text while maintaining linguistic and contextual accuracy. Followed strict transcription guidelines and handled diverse accents and speech patterns.

Worked on collecting and transcribing audio data to support speech recognition model training. Ensured accurate conversion of spoken content into text while maintaining linguistic and contextual accuracy. Followed strict transcription guidelines and handled diverse accents and speech patterns.

2024 - 2025

Multimodal Data Labeling (Image, Video & Audio Annotation)

ImageEvaluation Rating

Performed annotation and evaluation of multimedia data, including labeling objects in images, reviewing video content, and assessing audio recordings. Tasks involved tagging visual elements, identifying patterns, and ensuring dataset accuracy for AI model training. Followed strict annotation guidelines and maintained consistency across diverse datasets.

Performed annotation and evaluation of multimedia data, including labeling objects in images, reviewing video content, and assessing audio recordings. Tasks involved tagging visual elements, identifying patterns, and ensuring dataset accuracy for AI model training. Followed strict annotation guidelines and maintained consistency across diverse datasets.

2024 - 2025

AI Model Response Evaluation & Prompt Generation Specialist

TextPrompt Response Writing SFT

Involved in evaluating AI-generated responses for accuracy, relevance, safety, and coherence. Generated prompts and assessed model outputs against predefined quality standards. Tasks included identifying errors, improving response quality, and ensuring outputs aligned with user intent. Worked with complex instructions and maintained consistency across diverse content categories.

Involved in evaluating AI-generated responses for accuracy, relevance, safety, and coherence. Generated prompts and assessed model outputs against predefined quality standards. Tasks included identifying errors, improving response quality, and ensuring outputs aligned with user intent. Worked with complex instructions and maintained consistency across diverse content categories.

2024 - 2025

Education

Work History