Merab Ouma

Key Skills

Software

Scale AI

Appen

Data Annotation Tech

Labelbox

Remotasks

SuperAnnotate

Top Subject Matter

General AI/ML

Image and Video Annotation

AI Data/Content Review

Top Data Types

Image

Text

Document

Top Task Types

Classification

Bounding Box

Transcription

Evaluation Rating

Prompt Response Writing SFT

RLHF

Text Generation

Freelancer Overview

Freelance programmer and Annotator. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include validation of AI-generated content and annotation services for videos and images. Education includes Bachelor of Science, Florida State University (2022) and Master of Science, Florida International University (2025). AI-training focus includes data types such as Image and Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Independent Contractor — AI Data/Content Reviewer

OtherText

Reviewed and refined AI-generated text content and transcripts to ensure accuracy. Performed content evaluation against prompts, correcting grammar, punctuation, and house style. Conducted quality assurance and provided detailed rationales for findings. • Checked content for inaccuracies and policy compliance • Created prompts and QA documentation • Performed fact-checking through web searches • Handled two-pass QA on large language model outputs

Reviewed and refined AI-generated text content and transcripts to ensure accuracy. Performed content evaluation against prompts, correcting grammar, punctuation, and house style. Conducted quality assurance and provided detailed rationales for findings. • Checked content for inaccuracies and policy compliance • Created prompts and QA documentation • Performed fact-checking through web searches • Handled two-pass QA on large language model outputs

2024 - Present

Freelance programmer and Annotator

Scale AIImageClassification

Provided annotation services for AI companies involving image and video data labeling. Used annotation tools to label objects and features in videos and images for training datasets. Ensured data quality and accuracy to support machine learning models. • Labeled objects and scenes in images and videos • Used Scale AI as the annotation platform • Validated and corrected labels according to project specifications • Contributed to improved model performance through detailed annotations

Provided annotation services for AI companies involving image and video data labeling. Used annotation tools to label objects and features in videos and images for training datasets. Ensured data quality and accuracy to support machine learning models. • Labeled objects and scenes in images and videos • Used Scale AI as the annotation platform • Validated and corrected labels according to project specifications • Contributed to improved model performance through detailed annotations

2021 - 2024

Education

Work History