Emilly M.

Key Skills

Software

Other

Toloka

Top Subject Matter

AI Workflow Optimization and Prompt Engineering

Top Data Types

Text

Audio

Image

Top Task Types

Data Collection

Transcription

Red Teaming

RLHF

Segmentation

Classification

Freelancer Overview

I am an AI-focused Mathematics undergraduate with hands-on experience working with modern AI systems including ChatGPT, Gemini, Grok, Perplexity, and Microsoft Copilot. My experience involves evaluating AI-generated outputs, refining prompts for better accuracy, testing workflow logic, and comparing responses across multiple AI models to improve quality and consistency. I have also assisted with automation-related projects, including a Telegram content repost bot, where I supported workflow planning, testing, and optimization. Through continuous use of AI systems for research, debugging, and structured problem-solving, I have developed strong attention to detail and the ability to identify errors, inconsistencies, and low-quality outputs quickly. What sets me apart is my systems-thinking approach and adaptability. I am highly comfortable learning new AI tools, analyzing model behavior, and improving instructions to produce better results. My background in Mathematics strengthens my logical reasoning and pattern recognition skills, which are valuable in data labeling, AI evaluation, and training data quality control. I work well independently, communicate clearly in remote environments, and enjoy contributing to projects focused on improving AI performance and reliability.

Labeling Experience

AI Workflow Assistant (Freelance/Independent)

OtherText

As an AI Workflow Assistant, I supported clients in setting up, testing, and optimizing AI-powered content systems. My responsibilities included evaluating quality of AI-generated text, comparing outputs from various AI models, and improving prompt design based on quantitative and qualitative analysis. My work contributed directly to refining the performance of AI language models through structured comparative evaluation and workflow automation. • Evaluated and rated outputs from multiple AI text generation tools. • Tested prompt responses and performed comparative studies to inform prompt engineering. • Assisted in automating content workflows reliant on AI-generated outputs. • Provided feedback for further tuning and optimization of AI model performance.

2025 - Present

Education

Work History