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Megan Cummings-Card

Megan Cummings-Card

AI Training Project Lead / Quality Analyst / AI Trainer

South Africa flagPretoria, South Africa
$25.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Large Language Model Training and Evaluation
Fine Art and Visual Art - Practical and Theory
Management - Project and Team Leadership

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

SegmentationSegmentation
Text GenerationText Generation
Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
RLHFRLHF
Fine-tuningFine-tuning
Text SummarizationText Summarization
Object DetectionObject Detection
Red TeamingRed Teaming

Freelancer Overview

AI Training Project Lead / Quality Analyst / AI Trainer. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes National Senior Certificate, Brainline Home School (2023) and Secondary School Studies, High School Garsfontein; Brainline Home School (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishGerman

Labeling Experience

AI Training Project Lead / Quality Analyst / AI Trainer

Text
As an AI Training Project Lead, Quality Analyst, and AI Trainer, I supervised, validated, and performed data labeling tasks on large-scale projects for leading AI companies. My role encompassed rigorous evaluation, calibration, and training for large language models (LLMs) across multi-modal, deep research, and question-and-answer formats. I also contributed to rubric design, prompt generation, completion evaluation, and multi-modal projects including text, image, audio, and video data. • Led and co-led teams of 50–200 contributors in AI data labeling and evaluation initiatives. • Developed, reviewed, and executed prompt-based, research, and Q&A tasks for LLMs. • Created alignment exercises and set benchmarks for calibration across quality analysts and trainers. • Participated directly in model ranking, response rating, and language review pipelines for text and multi-modal data.

As an AI Training Project Lead, Quality Analyst, and AI Trainer, I supervised, validated, and performed data labeling tasks on large-scale projects for leading AI companies. My role encompassed rigorous evaluation, calibration, and training for large language models (LLMs) across multi-modal, deep research, and question-and-answer formats. I also contributed to rubric design, prompt generation, completion evaluation, and multi-modal projects including text, image, audio, and video data. • Led and co-led teams of 50–200 contributors in AI data labeling and evaluation initiatives. • Developed, reviewed, and executed prompt-based, research, and Q&A tasks for LLMs. • Created alignment exercises and set benchmarks for calibration across quality analysts and trainers. • Participated directly in model ranking, response rating, and language review pipelines for text and multi-modal data.

2024 - Present

Education

B

Brainline Home School

National Senior Certificate, Business Studies, History, Art, Afrikaans First Additional Language, English Home Language

National Senior Certificate
2023 - 2023
H

High School Garsfontein; Brainline Home School

Secondary School Studies, General Secondary Education

Secondary School Studies
2014 - 2018

Work History

I

Invisible Technologies

Lead

Pretoria
2026 - Present
I

Invisible Technologies

Quality Analyst

Pretoria
2024 - Present