Musa Mirza

Key Skills

Software

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Text

Image

Top Label Types

Question Answering

Text Generation

Object Detection

Freelancer Overview

For the past year, I've specialised in RLHF data annotation projects, concentrating on fact verification, hallucination correction, and safety evaluation. My work spans comparative response ranking and fine-grained image analysis—essentially ensuring training data is reliable enough for high-stakes model development. I'm particularly proficient at identifying fabricated content in nuanced contexts, where the errors aren't obvious but could significantly impact model performance. My approach is methodical: I can navigate complex annotation guidelines whilst maintaining throughput, and I have a proven track record of spotting logical inconsistencies in both textual and visual inputs. I'm experienced at balancing speed with precision, and I understand the importance of consistency when contributing to datasets that directly influence AI behaviour. I'm seeking challenging annotation roles that require experienced judgement, particularly in safety critical or fact heavy domains where accuracy is non negotiable.

Labeling Experience

Aether Generalist

Scale AIImageObject Detection

Spotting the difference between two different image sets.

Spotting the difference between two different image sets.

2025

Multimodal RLHF

Scale AITextText Generation

Rating responses, fact checking information and providing suggestions for improvement.

Rating responses, fact checking information and providing suggestions for improvement.

2024 - 2025

Nexus Generation

Scale AITextQuestion Answering

Rating responses to prompts, correcting hallucinations, fact checking responses, picking a response that answers the prompt and giving suggestions for improvement.

Rating responses to prompts, correcting hallucinations, fact checking responses, picking a response that answers the prompt and giving suggestions for improvement.

2024 - 2025

Education

Work History