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M
Melkamu T.

Melkamu T.

Microbiology

Australia flagMelbourne, Australia

Key Skills

Software

No software listed

Top Subject Matter

Prompt Engineering
Rubric deopment
LLM evaluation

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

TranscriptionTranscription
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
RLHFRLHF
Text SummarizationText Summarization
DiagnosisDiagnosis
Red TeamingRed Teaming

Freelancer Overview

Over the past 2 years, I have developed extensive expertise in AI training and data labeling, specifically focusing on evaluating fine-tuning models through RLHF (Reinforcement Learning from Human Feedback), where I consistently provided high-quality rankings and justifications for complex reasoning tasks in medicine and health domains. I am adept at creating detailed annotation guidelines and performing multi-stage quality audits to ensure training data meets rigorous accuracy standards. I have a deep understanding of prompt engineering and have worked on specialized projects involving technical writing. My background allows me to handle nuanced instructions and deliver high-precision results that directly improve model reliability and alignment.

Labeling Experience

I have extensive experience in AI training, specifically focusing on prompt development and model evaluation within the

I have extensive experience in AI training, specifically focusing on prompt development and model evaluation within the medical sciences domain. My work involves crafting sophisticated prompts to elicit accurate clinical reasoning and performing rigorous quality assessments of model outputs. I am adept at utilizing multiple-criteria rubrics to evaluate responses for factual accuracy, adherence to medical safety protocols, and linguistic nuance, ensuring that AI-generated content meets the high standards required for healthcare applications.

Not specified

Education

U

University of Melbourne

PhD , Viral Immunology

PhD
2018 - 2022

Work History

U

University of Melbourne

Postdoctoral Research Officer

Melbourne
2025 - Present
W

WHO Collaborating Centre for Reference and Research on Influenza

Postdoctoral Medical Scientist

Melbourne
2024 - 2025