Andrew Kamuti

Key Skills

Software

AWS SageMaker

Appen

Clickworker

CloudFactory

Data Annotation Tech

Mercor

Micro1

Mindrift

OneForma

Remotasks

Scale AI

Snorkel AI

Toloka

Telus

Roboflow

CVAT

Top Subject Matter

Computer Vision

Large Language Model Evaluation

Text Data Annotation for AI

Top Data Types

Text

Image

Video

Document

Top Task Types

Object Detection

Text Generation

Question Answering

Text Summarization

Red Teaming

Transcription

Evaluation Rating

Computer Programming Coding

Data Collection

Prompt Response Writing SFT

Bounding Box

Freelancer Overview

Image & Video Labeling Specialist. Core strengths include Roboflow, Internal, and Proprietary Tooling. AI-training focus includes data types such as Image, Text, and Video and labeling workflows including Bounding Box, Evaluation, and Rating.

Labeling Experience

Image & Video Labeling Specialist

CVATVideoBounding Box

As an Image & Video Labeling Specialist, I performed frame-by-frame video annotation for motion datasets. My tasks included labeling moving objects throughout video sequences and ensuring annotations were consistent and accurate. I checked and corrected any errors in the annotated video datasets. • Applied bounding boxes to motion sequences in video data. • Ensured frame-level consistency in video annotations. • Maintained quality control across multiple frames and objects. • Used annotation tools suited for video object detection.

As an Image & Video Labeling Specialist, I performed frame-by-frame video annotation for motion datasets. My tasks included labeling moving objects throughout video sequences and ensuring annotations were consistent and accurate. I checked and corrected any errors in the annotated video datasets. • Applied bounding boxes to motion sequences in video data. • Ensured frame-level consistency in video annotations. • Maintained quality control across multiple frames and objects. • Used annotation tools suited for video object detection.

2023 - Present

Image & Video Labeling Specialist

RoboflowImageBounding Box

As an Image & Video Labeling Specialist, I labeled characters and objects in images using bounding boxes and established annotation tools. I regularly reviewed and corrected annotations to ensure high accuracy and compliance with project guidelines. I performed frame-by-frame video annotation and maintained precise object boundaries in complex datasets. • Labeled multiple objects in images with high accuracy. • Performed quality control reviews of completed annotations. • Delivered accurate annotations for computer vision training. • Used annotation tools for bounding box and object detection tasks.

As an Image & Video Labeling Specialist, I labeled characters and objects in images using bounding boxes and established annotation tools. I regularly reviewed and corrected annotations to ensure high accuracy and compliance with project guidelines. I performed frame-by-frame video annotation and maintained precise object boundaries in complex datasets. • Labeled multiple objects in images with high accuracy. • Performed quality control reviews of completed annotations. • Delivered accurate annotations for computer vision training. • Used annotation tools for bounding box and object detection tasks.

2023 - Present

AI Data Annotation & Training Specialist

RoboflowImageBounding Box

As an AI Data Annotation & Training Specialist, I drew accurate bounding boxes on image datasets using annotation tools for computer vision tasks. I ensured that bounding boxes tightly surrounded objects with minimal background. I validated and corrected labeled data to align with training requirements. • Annotated image data for object detection models. • Applied bounding boxes for YOLO-format datasets. • Ensured labeling adhered to precision and quality standards. • Used annotation software for reviewing and correcting datasets.

As an AI Data Annotation & Training Specialist, I drew accurate bounding boxes on image datasets using annotation tools for computer vision tasks. I ensured that bounding boxes tightly surrounded objects with minimal background. I validated and corrected labeled data to align with training requirements. • Annotated image data for object detection models. • Applied bounding boxes for YOLO-format datasets. • Ensured labeling adhered to precision and quality standards. • Used annotation software for reviewing and correcting datasets.

2022 - Present

Customer Support Quality Analyst - AI Output Evaluation

TextPrompt Response Writing SFT

As a Customer Support Quality Analyst, I evaluated customer support interactions using established rubrics. My role required structured scoring of text-based responses and detailed assessment of response clarity and empathy to ensure AI support systems met quality benchmarks. I provided feedback to help improve AI-powered customer response outputs and workflows. • Consistently reviewed large volumes of text data for quality assurance • Applied defined evaluation criteria to structured datasets • Focused on tone, empathy, and resolution effectiveness in outputs • Used internal/proprietary quality tools and scorecards for annotation and assessment.

As a Customer Support Quality Analyst, I evaluated customer support interactions using established rubrics. My role required structured scoring of text-based responses and detailed assessment of response clarity and empathy to ensure AI support systems met quality benchmarks. I provided feedback to help improve AI-powered customer response outputs and workflows. • Consistently reviewed large volumes of text data for quality assurance • Applied defined evaluation criteria to structured datasets • Focused on tone, empathy, and resolution effectiveness in outputs • Used internal/proprietary quality tools and scorecards for annotation and assessment.

2022 - Present

Education

Work History