Natasha M.

Key Skills

Software

Appen

CVAT

Dataloop

Datasaur

Encord

iMerit

Labelbox

Label Studio

Sama

SuperAnnotate

V7 Labs

Other

Internal/Proprietary Tooling

Top Subject Matter

Computer Vision - Data Ops

Prompt and Rubric Creation - Data Ops

RLHF - Data Ops

Top Data Types

Text

Document

Video

Top Task Types

RLHF

Prompt + Response Writing (SFT)

Evaluation/Rating

Transcription

Red Teaming

Freelancer Overview

AI Project Manager (AI + IoT), Led training data delivery for computer vision models. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. AI-training focus includes data types such as Computer Vision and labeling workflows including Data Collection.

Labeling Experience

AI Project Manager (AI + IoT), Led training data delivery for computer vision models

Don't discloseVideoObject Detection

Supervised training-data operations for computer vision models across multi-site enterprise AI deployments. Coordinated the delivery of high-quality training data by a global operations team and worked with product and engineering to support model improvements. Played an operational management role that enabled ongoing data preparation required for AI model training and iteration. • Managed training-data delivery workflows for CV model development • Oversaw a global operations team (30+) for generating/curating training data • Collaborated with product and engineering to improve model performance • Supported scaling from MVP/pilots to multi-site deployments (e.g., IKEA UK)

2017 - 2025

Education

Work History