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Ankit Kumar Sinha

Ankit Kumar Sinha

LLM evaluation and Rubric based grading/Response Evaluation

India flagRanchi, India
$15.00/hrEntry LevelScale AIOther

Key Skills

Software

Scale AIScale AI
Other

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
TextText
VideoVideo

Top Task Types

Action Recognition
Prompt Response Writing SFT
RLHF
Translation Localization

Freelancer Overview

am an experienced AI Content Evaluator and Data Annotation professional with hands-on experience in multi-turn conversational AI assessment, rubric-based scoring, and prompt generation. I have evaluated AI-generated responses across various projects, ensuring quality, coherence, and adherence to project guidelines. My work has involved detailed data annotation, response calibration, and following structured evaluation methods for AI/LLM training. In addition to AI evaluation, I bring over two years of teaching experience, which has strengthened my analytical, critical thinking, and communication skills. I am detail-oriented, adaptable, and comfortable following precise instructions while maintaining high standards of accuracy. These combined experiences equip me to contribute effectively to training AI systems and improving model performance.

Entry LevelHindiEnglishJapanese

Labeling Experience

Outlier Project

OtherImageObject DetectionEvaluation Rating
Successfully completed a multi-turn AI assessment focused on image rating and object tracking. Created relevant prompts and evaluated AI-generated image responses for accuracy, clarity, and adherence to rubric-based guidelines. Developed skills in structured data annotation, attention to detail, and applying consistent evaluation criteria to improve AI model performance.

Successfully completed a multi-turn AI assessment focused on image rating and object tracking. Created relevant prompts and evaluated AI-generated image responses for accuracy, clarity, and adherence to rubric-based guidelines. Developed skills in structured data annotation, attention to detail, and applying consistent evaluation criteria to improve AI model performance.

2025

Outlier Project

OtherTextRLHFPrompt Response Writing SFT
A conversational AI evaluation project requiring creation of prompts, multi-turn response assessment, and rubric-based scoring. Performed detailed data annotation, evaluated AI-generated responses for coherence, tone, and factual accuracy, and ensured alignment with project guidelines.

A conversational AI evaluation project requiring creation of prompts, multi-turn response assessment, and rubric-based scoring. Performed detailed data annotation, evaluated AI-generated responses for coherence, tone, and factual accuracy, and ensured alignment with project guidelines.

2025 - 2025

Education

R

Ranchi University

Bachelor of Arts, Economics

Bachelor of Arts
2017 - 2020

Work History

M

Midha Education Pvt. Ltd. & Private Tutoring

Educator, Curriculum Designer, & Content Creator

Ranchi
2022 - Present