Mithila Agrawal

Key Skills

Software

Appen

Data Annotation Tech

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Classification

Prompt Response Writing SFT

Question Answering

Text Generation

Translation Localization

Freelancer Overview

I have hands-on experience in AI training data and data labeling across text, image, and audio modalities. My work includes image classification and visual data labeling for computer vision tasks, as well as language-focused annotation such as translation and transcription. I consistently follow detailed annotation guidelines, apply quality assurance standards, and ensure accuracy and consistency in all labeling tasks. I have worked in remote, task-based environments where attention to detail, confidentiality, and time management are essential. My background includes evaluating model outputs, identifying edge cases, and contributing high-quality datasets used to train and improve machine learning models. This combination of linguistic skills, structured data handling, and quality-focused annotation sets me apart as a reliable AI training data contributor.

Labeling Experience

Prompt & Response Specialist (SFT)

Scale AITextPrompt Response Writing SFT

Worked on generating and refining prompts and model responses for supervised fine-tuning (SFT) of AI language models. Reviewed model outputs, improved response quality, and ensured adherence to annotation guidelines. Contributed to high-quality text datasets to improve AI model performance, consistency, and relevance.

Worked on generating and refining prompts and model responses for supervised fine-tuning (SFT) of AI language models. Reviewed model outputs, improved response quality, and ensured adherence to annotation guidelines. Contributed to high-quality text datasets to improve AI model performance, consistency, and relevance.

2025

Audio Transcription Specalist

Scale AIAudioQuestion AnsweringText Generation

Transcribed audio files to text with high accuracy and consistency. Reviewed speech-to-text outputs, corrected errors, and ensured adherence to annotation guidelines. Contributed to high-quality datasets used to train and improve AI speech recognition models.

Transcribed audio files to text with high accuracy and consistency. Reviewed speech-to-text outputs, corrected errors, and ensured adherence to annotation guidelines. Contributed to high-quality datasets used to train and improve AI speech recognition models.

2025

Creative Writer for AI Training Data

Data Annotation TechTextQuestion AnsweringText Generation

Created original creative writing content, including stories, dialogues, and prompts, specifically designed for AI training purposes. Refined and structured text to meet dataset guidelines and enhance model understanding of narrative, context, and language patterns. Reviewed AI-generated outputs, ensured quality, and contributed high-quality text datasets to improve language model performance and creativity.

Created original creative writing content, including stories, dialogues, and prompts, specifically designed for AI training purposes. Refined and structured text to meet dataset guidelines and enhance model understanding of narrative, context, and language patterns. Reviewed AI-generated outputs, ensured quality, and contributed high-quality text datasets to improve language model performance and creativity.

2025 - 2025

Image Classification & Annotation

Data Annotation TechImageClassificationQuestion Answering

Annotated and classified images for AI training datasets. Applied tagging rules, followed detailed annotation guidelines, and performed quality checks to ensure consistency. Contributed to high-quality visual datasets used for machine learning models.

Annotated and classified images for AI training datasets. Applied tagging rules, followed detailed annotation guidelines, and performed quality checks to ensure consistency. Contributed to high-quality visual datasets used for machine learning models.

2025 - 2025

Translator / Multilingual Data Annotator

Scale AITextQuestion AnsweringText Summarization

Translated text between English and Hindi, Gujarati and Japanese for AI model training. Ensured linguistic accuracy, consistency, and adherence to guidelines. Reviewed translated outputs and contributed to high-quality multilingual datasets.

Translated text between English and Hindi, Gujarati and Japanese for AI model training. Ensured linguistic accuracy, consistency, and adherence to guidelines. Reviewed translated outputs and contributed to high-quality multilingual datasets.

2024 - 2025

Education

Work History