Matthew Mohoni

Key Skills

Software

Scale AI

Other

Top Subject Matter

Clinical Medicine

Pediatric Surgery

STEM/AI Alignment

Top Data Types

Text

Top Task Types

RLHF

Transcription

Freelancer Overview

Education includes Master of Medicine, University of Nairobi (2021).

Labeling Experience

Senior AI Training Consultant

Scale AITextRLHF

As Lead Medical SME for LLM training projects at Scale AI, I developed Golden Response datasets for pediatric surgical cases. I performed Multi-Turn Dialogue Evaluation to rate AI model responses for safety, logic, and helpfulness. I regularly debugged and rewrote AI-generated Python code used for clinical data analysis. • Created factual and precise model responses for medication dosage and surgical guidance • Evaluated model outputs using HHH metrics with a structured grading rubric • Ensured dataset integrity for pediatric STEM reasoning and clinical safety • Provided expert feedback to AI teams to align models with medical standards

As Lead Medical SME for LLM training projects at Scale AI, I developed Golden Response datasets for pediatric surgical cases. I performed Multi-Turn Dialogue Evaluation to rate AI model responses for safety, logic, and helpfulness. I regularly debugged and rewrote AI-generated Python code used for clinical data analysis. • Created factual and precise model responses for medication dosage and surgical guidance • Evaluated model outputs using HHH metrics with a structured grading rubric • Ensured dataset integrity for pediatric STEM reasoning and clinical safety • Provided expert feedback to AI teams to align models with medical standards

2025 - Present

data annotator

Medical DicomRed Teaming

Engaged in long-form creative writing and technical documentation tasks to train models in human-like prose and structured formatting (Markdown/JSON). Collaborated on Red Teaming projects to identify vulnerabilities in model safety filters, ensuring compliance with ethical AI guidelines.

Engaged in long-form creative writing and technical documentation tasks to train models in human-like prose and structured formatting (Markdown/JSON). Collaborated on Red Teaming projects to identify vulnerabilities in model safety filters, ensuring compliance with ethical AI guidelines.

2022 - 2024

Technical Medical Writer & Transcriptionist

OtherTextTranscription

As Technical Medical Writer & Transcriptionist at compose.ly, I translated clinical dictations and medical conferences into structured digital datasets. I automated the cleaning and categorization of over 5,000 medical records using Python scripting. These assets supported AI and database training for digital health applications. • Structured and transcribed complex dictations for searchable data storage • Reduced manual processing time by automating data categorization • Supported AI model training focused on clinical and surgical terminology • Developed datasets for integration into medical diagnostic systems

As Technical Medical Writer & Transcriptionist at compose.ly, I translated clinical dictations and medical conferences into structured digital datasets. I automated the cleaning and categorization of over 5,000 medical records using Python scripting. These assets supported AI and database training for digital health applications. • Structured and transcribed complex dictations for searchable data storage • Reduced manual processing time by automating data categorization • Supported AI model training focused on clinical and surgical terminology • Developed datasets for integration into medical diagnostic systems

2016 - 2018

Education

Work History