Mary M.

Key Skills

Software

Other

Toloka

Top Subject Matter

Technical Manual Tasks (Footwear Crafting, Gardening)

General Visual Content (Images)

Customer Support & Administrative Documentation

Top Data Types

Video

Image

Top Task Types

Action Recognition

Question Answering

Freelancer Overview

Tier 3 Video Labeller | Atlas Capture. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Toloka. Education includes Bachelor of Education, Machakos University (2023). AI-training focus includes data types such as Video and Image and labeling workflows including Action Recognition and Question Answering.

Labeling Experience

Tier 3 Video Labeller | Atlas Capture

OtherVideoAction Recognition

As a Tier 3 Video Labeller, I perform dense annotation of technical video datasets to enhance AI model accuracy. My work involves identifying and describing detailed manual actions in videos related to specific domains. I adhere strictly to quality protocols to ensure reliable data input. • Densely annotated videos focusing on technical manual tasks • Labeled action steps in domains such as footwear crafting and gardening • Improved computer vision models through precise labeling • Applied rigorous quality standards in annotation

2025 - Present

AI Editor & Copywriter | Mindrift Toloka AI

TolokaImageQuestion Answering

In the role of AI Editor & Copywriter, I generated and evaluated question-and-answer pairs based on image content to train and align language models. My responsibilities included fact-checking, structuring feedback, and editing responses for improved AI output. The position also required refining and enhancing the accuracy of AI-generated content. • Generated and assessed Q&A pairs from images • Provided structured evaluations to improve AI model alignment • Conducted fact-checking for content accuracy • Edited AI-generated outputs for clarity and correctness

2024 - 2025

Education

Work History