Caroline M.

Key Skills

Software

Appen

Mercor

Clickworker

CloudFactory

Data Annotation Tech

iMerit

Mindrift

Don't disclose

Other

Top Subject Matter

Frontier LLM training and behavioral research

Video description for AI training and accessibility annotations

Swahili transcription for AI language models and speech recognition datasets

Top Data Types

Audio

Text

Document

Video

Top Task Types

Transcription

Classification

RLHF

Object Detection

Entity (NER) Classification

Freelancer Overview

AI Training & Behavioral Research Fellow Handshake AI & Prolific. Brings 3+ years of professional experience across complex professional workflows, research, and quality focused execution. Core strengths include Don't disclose, Other, and Appen. Education includes Bachelor of Education (Arts), Jaramogi Oginga Odinga University of Science and Technology (2025) and TEFL Certificate, TEFL Professional Institute (2025). AI training focus includes data types such as Text, Video, and Audio and labeling workflows including RLHF, Object Detection, and Transcription.

Labeling Experience

Data Annotation and Transcription (Training and Practice)

AppenAudioClassificationTranscription

Transcribe Swahili audio data with high accuracy while following transcription guidelines. Ensure correct spelling, punctuation, and formatting for use in speech recognition and AI language model datasets. • Perform Swahili audio transcription with guideline adherence • Apply correct punctuation, spelling, and formatting conventions • Contribute transcripts for Swahili speech recognition dataset development • Maintain transcription quality under dataset requirements

2025 - Present

Academic Consultant & Subject Matter Expert — Course Hero, Writerbay & EssayPro

OtherTextEntity (NER) Classification

Develop study guides and instructional materials aligned to university curricula with an emphasis on educational content quality. Provide expert English & Humanities academic writing support and copyediting following APA, MLA, and Chicago styles. • Create instructional study materials used for education content pipelines • Provide expert tutoring and writing support in English & Humanities • Copyedit and proofread content using standardized citation styles • Improve readability and correctness for curriculum-aligned deliverables

2023 - Present

Data Annotation and Transcription (Training and Practice)

AudioTranscription

Transcribed audio content accurately while applying consistent formatting and attention to detail. Followed transcription requirements to ensure the resulting text was usable for downstream analysis. Performed quality checks to identify and correct errors before submission. • Audio-to-text transcription • Proper formatting and consistency checks • Guidelines interpretation/compliance • Review and correction for accuracy

2024 - 2025

Audio Transcriber & Localization Specialist — Verbit

OtherAudioTranscription

Edit AI-generated transcripts across multiple domains to achieve very high accuracy. Handle technical jargon, accents, and tight deadlines to produce reliable transcription outputs. • Correct and refine AI-generated transcript text • Ensure accuracy across different domains and speaking styles • Manage localization-related issues such as accents and terminology • Deliver completed transcripts within deadline and quality expectations

2020 - 2023

Education

Work History