Kshitij Srivastava

Key Skills

Software

Appen

Remotasks

Other

Mercor

Micro1

OneForma

Toloka

Telus

Top Subject Matter

Language & Linguistics

Creative Writing & Storytelling

Translation & Localization (Hindi-English)

Top Data Types

Text

Image

Audio

Top Task Types

Classification

Text Generation

Text Summarization

Question Answering

Transcription

Evaluation/Rating

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

AI Content Evaluator & Prompt Writer (Freelance). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Appen, Remotasks, and OpenTrain AI. Education includes Bachelor of Arts, University of Lucknow (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Content Evaluator & Prompt Writer (Freelance)

AppenText

As an AI Content Evaluator and Prompt Writer, I assessed over 3,000 AI-generated textual responses for accuracy, tone, helpfulness, and safety. I wrote and tested 500+ prompts to probe AI model behavior, including creative, factual, and edge case scenarios. I reviewed and scored Hindi and English AI outputs, ensuring cultural and linguistic appropriateness using structured rubrics. • Evaluated multi-topic AI responses using established metrics • Generated and refined prompts to stress-test AI models • Conducted focused assessment of creative texts and translations • Utilized annotation dashboards for consistent task completion

As an AI Content Evaluator and Prompt Writer, I assessed over 3,000 AI-generated textual responses for accuracy, tone, helpfulness, and safety. I wrote and tested 500+ prompts to probe AI model behavior, including creative, factual, and edge case scenarios. I reviewed and scored Hindi and English AI outputs, ensuring cultural and linguistic appropriateness using structured rubrics. • Evaluated multi-topic AI responses using established metrics • Generated and refined prompts to stress-test AI models • Conducted focused assessment of creative texts and translations • Utilized annotation dashboards for consistent task completion

2024 - Present

Online Research & Data Entry Specialist (Freelance)

TextClassification

In my role as an Online Research & Data Entry Specialist, I performed sentiment tagging and content classification on text datasets. I handled high-volume data verification, categorization, and structured reporting tasks aligned with annotation work. I maintained accuracy rates above 97% across all projects, reflecting careful attention to labeling details. • Classified hundreds of textual entries by sentiment and topic • Applied structured reporting methods for data organization • Conducted detailed data verification and categorization • Developed skills applicable to annotation and labeling domains

In my role as an Online Research & Data Entry Specialist, I performed sentiment tagging and content classification on text datasets. I handled high-volume data verification, categorization, and structured reporting tasks aligned with annotation work. I maintained accuracy rates above 97% across all projects, reflecting careful attention to labeling details. • Classified hundreds of textual entries by sentiment and topic • Applied structured reporting methods for data organization • Conducted detailed data verification and categorization • Developed skills applicable to annotation and labeling domains

2020 - 2021

Education

Work History