Nation Center

Key Skills

Software

iMerit

Telus

Mindrift

Top Subject Matter

Computer Vision

Autonomous Vehicles

Autonomous Driving

Top Data Types

Image

Video

Audio

Text

Document

Top Task Types

Segmentation

Bounding Box

Classification

Freelancer Overview

Remote Data Annotation Specialist. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include iMerit, TELUS, and Mindrift. Education includes Bachelor of Science, Taita Taveta University (2017) and Kenya Certificate of Secondary Education, Moi High School Gesusu (2012). AI-training focus includes data types such as Image, Video, and Audio and labeling workflows including Segmentation, Bounding Box, and Classification.

Labeling Experience

Remote Data Annotation Specialist – LLM Text Evaluation

MindriftText

As a specialist in LLM text evaluation, I contributed to rating and assessing the performance of large language model outputs. Responsibilities included providing structured feedback and ensuring output aligned with project guidelines. My work helped improve the accuracy and reliability of generative text models. • Reviewed and rated AI-generated text outputs. • Provided detailed feedback on language quality and alignment. • Followed specific project criteria for text evaluation. • Assisted in iterative model enhancement processes.

As a specialist in LLM text evaluation, I contributed to rating and assessing the performance of large language model outputs. Responsibilities included providing structured feedback and ensuring output aligned with project guidelines. My work helped improve the accuracy and reliability of generative text models. • Reviewed and rated AI-generated text outputs. • Provided detailed feedback on language quality and alignment. • Followed specific project criteria for text evaluation. • Assisted in iterative model enhancement processes.

Present

Remote Data Annotation Specialist – Audio

MindriftAudioClassification

I performed classification and basic annotation on audio data, preparing labeled datasets for speech recognition and AI model training. Tasks included quality assurance and strict adherence to annotation protocols. I contributed to improving the accuracy of AI-based audio recognition systems. • Listened to and categorized various audio files. • Ensured labeled datasets met project requirements. • Helped refine AI models for speech recognition. • Adhered to platform guidelines for audio data annotation.

I performed classification and basic annotation on audio data, preparing labeled datasets for speech recognition and AI model training. Tasks included quality assurance and strict adherence to annotation protocols. I contributed to improving the accuracy of AI-based audio recognition systems. • Listened to and categorized various audio files. • Ensured labeled datasets met project requirements. • Helped refine AI models for speech recognition. • Adhered to platform guidelines for audio data annotation.

Present

Remote Data Annotation Specialist – Video

TelusVideoBounding Box

I carried out detailed bounding box and polygon annotation on video data for object detection and tracking applications. My tasks included labeling moving objects and maintaining consistency across video frames. The work demanded precision and adherence to quality standards for deliverables. • Annotated moving objects in high-frame-rate videos. • Verified consistency in temporal annotations. • Used platform-specific tools for smooth video annotation processes. • Contributed to reliable data for training and evaluating AI models.

I carried out detailed bounding box and polygon annotation on video data for object detection and tracking applications. My tasks included labeling moving objects and maintaining consistency across video frames. The work demanded precision and adherence to quality standards for deliverables. • Annotated moving objects in high-frame-rate videos. • Verified consistency in temporal annotations. • Used platform-specific tools for smooth video annotation processes. • Contributed to reliable data for training and evaluating AI models.

Present

Remote Data Annotation Specialist

ImeritImageSegmentation

As a Remote Data Annotation Specialist, I performed LiDAR semantic segmentation, 3D cuboid, and bounding box annotation on complex image and point cloud data. I ensured that all labeling tasks adhered strictly to project specifications and maintained high-quality standards. Through experience with multiple global AI platforms, I became proficient in polygon and polyline annotation workflows. • Labeled and segmented object boundaries using polygons and bounding boxes. • Used 3D cuboids for depth and spatial data tasks. • Maintained rigorous compliance with quality guidelines. • Gained exposure to diverse project domains and annotation types.

As a Remote Data Annotation Specialist, I performed LiDAR semantic segmentation, 3D cuboid, and bounding box annotation on complex image and point cloud data. I ensured that all labeling tasks adhered strictly to project specifications and maintained high-quality standards. Through experience with multiple global AI platforms, I became proficient in polygon and polyline annotation workflows. • Labeled and segmented object boundaries using polygons and bounding boxes. • Used 3D cuboids for depth and spatial data tasks. • Maintained rigorous compliance with quality guidelines. • Gained exposure to diverse project domains and annotation types.

Present

Education

Work History