Ayush Kris

Key Skills

Software

Data Annotation Tech

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Text

Image

Audio

Top Label Types

Evaluation Rating

Prompt Response Writing SFT

Freelancer Overview

With over five years of experience as a life sciences researcher and computational biologist, I have developed a strong foundation in handling, curating, and analyzing complex biomedical datasets. My AI training work has involved image labeling, response rubric creation, stumping LLM models using my domain expertise in chemistry, biology, physics, and math where I would design a very complex prompt with an objective ground truth answer that the model would not be able to solve. Other work involved comparing model responses and selecting the better response with explanation provided, or also creating a golden response, assessing model responses on multimodal data.

Labeling Experience

Multimodal STEM

Data Annotation TechImagePrompt Response Writing SFT

Creating multimodal prompts with image + text with ground truth response

Creating multimodal prompts with image + text with ground truth response

2025 - 2025

STEM

Data Annotation TechTextEvaluation RatingPrompt Response Writing SFT

creating complex STEM prompts to trick LLMs.

creating complex STEM prompts to trick LLMs.

2025 - 2025

Generalist

Scale AIAudioEvaluation Rating

sourcing audio recordings, creating prompts based on audio recordings, and the evaluating responses from multiple models for accuracy, correctness, and against provided rubrics

sourcing audio recordings, creating prompts based on audio recordings, and the evaluating responses from multiple models for accuracy, correctness, and against provided rubrics

2024 - 2024

Education

Work History