Nyma Minder

Key Skills

Software

Scale AI

Top Subject Matter

Engineering & Manufacturing – Technical Documentation & STEM

Finance – Budgeting, Data Analysis & Risk Assessment

General Knowledge – Sports, Politics, Travel & Everyday Topics

Top Data Types

Image

Text

Document

Top Task Types

Text Generation

RLHF

Transcription

Evaluation/Rating

Prompt + Response Writing (SFT)

Classification

Object Detection

Freelancer Overview

I've been working as a freelance AI trainer with Outlier and Scale AI since late 2024, mainly evaluating model responses. Things like checking whether an answer is actually correct, whether it follows the instructions, and whether the tone and length make sense. Over time I've gotten pretty good at catching subtle issues that are easy to miss on a first read, especially in technical domains. My background in Industrial Engineering means I'm not just judging language quality. I can tell when a response about manufacturing, electronics, or data analysis is technically off, even if it sounds plausible. I work in both German and English, which has come in handy for projects where language nuance matters. I'm used to working independently and managing my own workload, which is just how freelance life goes.

Labeling Experience

Image Evaluation

ImageRLHF

Evaluated AI-generated responses to questions based on technical engineering drawings. Tasks involved assessing whether the model correctly interpreted dimensions, tolerances, annotations, and geometric relationships depicted in the drawings. Leveraged a background in Industrial Engineering to identify factual and technical errors that would not be apparent to a general annotator. Work required precise domain knowledge and careful cross-referencing between visual input and model output.

Evaluated AI-generated responses to questions based on technical engineering drawings. Tasks involved assessing whether the model correctly interpreted dimensions, tolerances, annotations, and geometric relationships depicted in the drawings. Leveraged a background in Industrial Engineering to identify factual and technical errors that would not be apparent to a general annotator. Work required precise domain knowledge and careful cross-referencing between visual input and model output.

2025 - Present

Freelance AI Trainer

Scale AITextPrompt Response Writing SFT

As a Freelance AI Trainer, I contributed to the advancement of generative AI models. My primary tasks included creating and refining prompts as well as evaluating model-generated responses. I ensured rigorous compliance with content safety guidelines and worked independently on multiple flexible projects. • Developed and tested prompts to steer AI behavior • Rated and evaluated AI-generated text for grammar, relevance, and accuracy • Handled sensitive or challenging subject matter per safety requirements • Worked with a variety of freely selectable projects through Outlier/Scale AI

As a Freelance AI Trainer, I contributed to the advancement of generative AI models. My primary tasks included creating and refining prompts as well as evaluating model-generated responses. I ensured rigorous compliance with content safety guidelines and worked independently on multiple flexible projects. • Developed and tested prompts to steer AI behavior • Rated and evaluated AI-generated text for grammar, relevance, and accuracy • Handled sensitive or challenging subject matter per safety requirements • Worked with a variety of freely selectable projects through Outlier/Scale AI

2024 - Present

Transcription

AudioTranscription

Recorded audio samples in various acoustic environments with differing background noise conditions for AI speech model training. Created accurate transcripts for each recording to provide ground truth data. Tasks required attention to detail in capturing natural speech patterns while ensuring transcript quality met platform standards.

Recorded audio samples in various acoustic environments with differing background noise conditions for AI speech model training. Created accurate transcripts for each recording to provide ground truth data. Tasks required attention to detail in capturing natural speech patterns while ensuring transcript quality met platform standards.

2025 - 2025

Freelance AI Trainer Tags

TextRLHF

Performed RLHF annotation tasks for generative AI models through Outlier and Scale AI. Work involved comparing pairs of model responses and selecting the higher quality output based on accuracy, relevance, and instruction adherence. Subject areas covered include sports, politics, science, mathematics, physics, travel, and transportation. Maintained consistent judgment across high volumes of tasks while adhering to platform quality and safety guidelines.

Performed RLHF annotation tasks for generative AI models through Outlier and Scale AI. Work involved comparing pairs of model responses and selecting the higher quality output based on accuracy, relevance, and instruction adherence. Subject areas covered include sports, politics, science, mathematics, physics, travel, and transportation. Maintained consistent judgment across high volumes of tasks while adhering to platform quality and safety guidelines.

2024 - 2025

Education

Work History