Ishmael Mogwasi

Key Skills

Software

Labelbox

CVAT

Mercor

SuperAnnotate

Snorkel AI

Remotasks

OneForma

Humanatic

Top Subject Matter

AI model training and evaluation

General machine learning and AI model training

Developer , coding

Top Data Types

Image

Video

Audio

Top Task Types

Segmentation

Bounding Box

Classification

Polygon

Transcription

Cuboid

Point Key Point

Freelancer Overview

AI Training Specialist (Freelance) – Remote. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox and CVAT. Education includes Bachelor of Science, University of Nairobi (2023) and Kenya Certificate of Secondary Education, Kisii National School (2018). AI-training focus includes data types such as Image and labeling workflows including Segmentation and Bounding Box.

Labeling Experience

AI Training Specialist (Freelance) – Remote

LabelboxImageSegmentation

As an AI Training Specialist (Freelance), I labeled and annotated large-scale image, video, and audio datasets for AI model development. My work included using advanced object detection, segmentation, and tracking tools, with a focus on accuracy and adherence to project guidelines. This experience provided opportunities to refine AI outputs through structured feedback and continuous quality assurance efforts. • Applied YOLO and Labelbox to perform object detection and tracking on images and videos. • Preprocessed, cleaned, and labeled datasets with a focus on quality control. • Supported chatbot training by crafting conversational prompts and responses. • Ensured consistency and compliance with strict annotation standards.

As an AI Training Specialist (Freelance), I labeled and annotated large-scale image, video, and audio datasets for AI model development. My work included using advanced object detection, segmentation, and tracking tools, with a focus on accuracy and adherence to project guidelines. This experience provided opportunities to refine AI outputs through structured feedback and continuous quality assurance efforts. • Applied YOLO and Labelbox to perform object detection and tracking on images and videos. • Preprocessed, cleaned, and labeled datasets with a focus on quality control. • Supported chatbot training by crafting conversational prompts and responses. • Ensured consistency and compliance with strict annotation standards.

2023 - Present

Data Annotation Specialist – Remote

CVATImageBounding Box

As a Data Annotation Specialist, I worked remotely to annotate datasets for machine learning model development. My primary focus was completing bounding box, classification, and transcription tasks while verifying and quality-checking data accuracy. This role provided vital support to various AI research projects and their training datasets. • Performed bounding box annotation and dataset classification for diverse domains. • Conducted transcription tasks for audio and video data using CVAT and related tools. • Supported model testing and evaluation by providing structured feedback on outputs. • Ensured annotated datasets met quality assurance standards at every stage.

As a Data Annotation Specialist, I worked remotely to annotate datasets for machine learning model development. My primary focus was completing bounding box, classification, and transcription tasks while verifying and quality-checking data accuracy. This role provided vital support to various AI research projects and their training datasets. • Performed bounding box annotation and dataset classification for diverse domains. • Conducted transcription tasks for audio and video data using CVAT and related tools. • Supported model testing and evaluation by providing structured feedback on outputs. • Ensured annotated datasets met quality assurance standards at every stage.

2022 - 2023

Education

Work History