Mary Jane Bacsafra

Key Skills

Software

CVAT

Labelbox

Roboflow

Mercor

Micro1

Remotasks

Scale AI

Other

Top Subject Matter

General AI Data Annotation (Image, Video, Text)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Image

Text

Document

Top Task Types

Bounding Box

Segmentation

Classification

Text Generation

Transcription

Data Collection

Freelancer Overview

Operations Manager | QA Supervisor | AI Data Annotation Lead. Brings 14+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include CVAT, Labelbox, and Roboflow. Education includes Bachelor of Science, Polytechnic University of the Philippines. AI-training focus includes data types such as Image and labeling workflows including Bounding Box.

Labeling Experience

Image Annotator

ImageBounding Box

Used Roboflow site for body tagging or occlusions

Used Roboflow site for body tagging or occlusions

2025 - 2026

Quality Assurance Lead

3D SensorSegmentation

QA2 Body 3D Video Review

QA2 Body 3D Video Review

2025 - 2026

Data Annotation Lead

TextText Generation

I worked as a Project Lead for a data annotation project named Atomic Label.

I worked as a Project Lead for a data annotation project named Atomic Label.

2025 - 2026

Operations Manager | QA Supervisor | AI Data Annotation Lead

CVATImageBounding Box

As Operations Manager and AI Data Annotation Lead at Atlas Capture, I led a team responsible for AI training data projects that involved image annotation, video labeling, text annotation, and semantic segmentation. I provided quality assurance supervision and guided the development and enforcement of project SOPs. My efforts were focused on delivering accurate data labeling to support complex AI initiatives. • Managed and oversaw large-scale annotation projects involving more than 500 associates • Ensured strict adherence to quality standards and project deadlines • Led recruitment, training, and onboarding for new annotation associates • Collaborated cross-functionally to align goals and workflows

As Operations Manager and AI Data Annotation Lead at Atlas Capture, I led a team responsible for AI training data projects that involved image annotation, video labeling, text annotation, and semantic segmentation. I provided quality assurance supervision and guided the development and enforcement of project SOPs. My efforts were focused on delivering accurate data labeling to support complex AI initiatives. • Managed and oversaw large-scale annotation projects involving more than 500 associates • Ensured strict adherence to quality standards and project deadlines • Led recruitment, training, and onboarding for new annotation associates • Collaborated cross-functionally to align goals and workflows

2025 - 2026

Education

Work History