Johnson M.

Key Skills

Software

Remotasks

Clickworker

Top Subject Matter

General/diverse Domain Expertise

Autonomous Driving/Mapping

Legal Services & Contract Review

Top Data Types

Text

Image

Video

3D Sensor

Document

Top Task Types

Transcription

Object Detection

Segmentation

Freelancer Overview

Freelance Data Labelling Specialist - Transcription. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks. Education includes Certificate in Driving Skills Class B, C, C1 And D1, HELTZ Driving School (2015) and Certificate in Computer Application, Crown Institute of Professional Studies (2015). AI-training focus includes data types such as Text, Image, and Video and labeling workflows including Transcription, Object Detection, and Frame-by-frame Annotation.

Labeling Experience

Freelance Data Labelling Specialist - LiDAR Annotation

Remotasks3D SensorSegmentation

I executed LiDAR annotation for autonomous driving and mapping use cases on Remotasks (Scale AI). My work included segmenting 3D sensor data for object classification and localization in point clouds. This helped improve AI models' spatial awareness and object recognition in 3D environments. • Segmented LiDAR point clouds for object annotation • Classified and localized objects in 3D space • Performed tasks for autonomous vehicle projects • Maintained precision and quality control standards

I executed LiDAR annotation for autonomous driving and mapping use cases on Remotasks (Scale AI). My work included segmenting 3D sensor data for object classification and localization in point clouds. This helped improve AI models' spatial awareness and object recognition in 3D environments. • Segmented LiDAR point clouds for object annotation • Classified and localized objects in 3D space • Performed tasks for autonomous vehicle projects • Maintained precision and quality control standards

2021 - 2023

Freelance Data Labelling Specialist - Video Annotation

RemotasksVideo

In my role, I completed video annotation assignments by marking objects or behaviors in each frame. These tasks enabled the training of AI models for video analysis and object tracking applications. Accuracy and comprehensive coverage were priorities throughout every project. • Annotated video frames for object detection and tracking • Ensured continuity across sequential frames • Verified output quality before submission • Worked with varied video content for annotation

In my role, I completed video annotation assignments by marking objects or behaviors in each frame. These tasks enabled the training of AI models for video analysis and object tracking applications. Accuracy and comprehensive coverage were priorities throughout every project. • Annotated video frames for object detection and tracking • Ensured continuity across sequential frames • Verified output quality before submission • Worked with varied video content for annotation

2021 - 2023

Freelance Data Labelling Specialist - Image Annotation

RemotasksImageObject Detection

I conducted image annotation tasks that involved labeling images for object detection and classification within Remotasks (Scale AI) projects. Precise bounding boxes and category tags were assigned to various objects to enable machine learning models to recognize them. Tasks required consistent accuracy and attention to quality. • Labeled objects in images with bounding boxes • Applied classification tags to annotated images • Conducted frequent quality checks • Managed deadlines across multiple annotation projects

I conducted image annotation tasks that involved labeling images for object detection and classification within Remotasks (Scale AI) projects. Precise bounding boxes and category tags were assigned to various objects to enable machine learning models to recognize them. Tasks required consistent accuracy and attention to quality. • Labeled objects in images with bounding boxes • Applied classification tags to annotated images • Conducted frequent quality checks • Managed deadlines across multiple annotation projects

2021 - 2023

Freelance Data Labelling Specialist - Transcription

RemotasksTextTranscription

As a Freelance Data Labelling Specialist at Remotasks (Scale AI), I performed transcription tasks across a range of data labeling projects. My responsibilities included accurately converting audio or video speech content into written text and ensuring high accuracy and consistency. I regularly reviewed work for quality and maintained strict attention to deadlines. • High-accuracy transcription for diverse projects • Detailed review and quality assurance • Timely completion in fast-paced environments • Consistent project documentation and updates

As a Freelance Data Labelling Specialist at Remotasks (Scale AI), I performed transcription tasks across a range of data labeling projects. My responsibilities included accurately converting audio or video speech content into written text and ensuring high accuracy and consistency. I regularly reviewed work for quality and maintained strict attention to deadlines. • High-accuracy transcription for diverse projects • Detailed review and quality assurance • Timely completion in fast-paced environments • Consistent project documentation and updates

2021 - 2023

Education

Work History