Isaiah Wanyakiugi

Key Skills

Software

Label Studio

CVAT

Top Subject Matter

Artificial Intelligence

Machine Learning

Data Science

Top Data Types

Image

Audio

Video

Text

Top Task Types

Bounding Box

Segmentation

Transcription

Classification

Freelancer Overview

AI/Data Annotation Assistant. Core strengths include Internal, Proprietary Tooling, and N. AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Data Annotation Specialist – Freelance / Remote

Label StudioImageBounding Box

As a Data Annotation Specialist, I annotated datasets mainly for computer vision projects. My work included labeling objects using bounding boxes and polygon segmentation, as well as validating and verifying the accuracy of these annotations. I performed thorough quality checks to ensure the highest annotation standards for machine learning models. • Applied bounding boxes and polygons for object detection tasks on image data. • Used tools like Label Studio and CVAT for efficient annotation and segmentation. • Verified and corrected annotations to improve accuracy and consistency. • Maintained stringent quality assurance protocols throughout the labeling process.

As a Data Annotation Specialist, I annotated datasets mainly for computer vision projects. My work included labeling objects using bounding boxes and polygon segmentation, as well as validating and verifying the accuracy of these annotations. I performed thorough quality checks to ensure the highest annotation standards for machine learning models. • Applied bounding boxes and polygons for object detection tasks on image data. • Used tools like Label Studio and CVAT for efficient annotation and segmentation. • Verified and corrected annotations to improve accuracy and consistency. • Maintained stringent quality assurance protocols throughout the labeling process.

2023 - Present

Project-Based Data Labeling Trainee

TextClassification

During projects and training, I practiced data labeling, cleaning, and quality control tasks. These experiences were instrumental in building my foundational skills in data annotation for AI applications. I worked on small data projects using basic analytical tools. • Applied annotation techniques to various datasets. • Developed an understanding of the data preparation workflow. • Performed initial data validation and cleaning. • Utilized analytical tools to support small-scale data projects.

During projects and training, I practiced data labeling, cleaning, and quality control tasks. These experiences were instrumental in building my foundational skills in data annotation for AI applications. I worked on small data projects using basic analytical tools. • Applied annotation techniques to various datasets. • Developed an understanding of the data preparation workflow. • Performed initial data validation and cleaning. • Utilized analytical tools to support small-scale data projects.

2021 - 2021

AI/Data Annotation Assistant

TextClassification

I assisted in labeling and categorizing datasets for AI training projects. My work involved ensuring data accuracy, consistency, and collaborating with team members to meet strict project deadlines. This experience helped deepen my understanding of the data annotation process for machine learning models. • Labeled and categorized textual data for supervised model training. • Performed rigorous quality control to guarantee data consistency. • Assisted with data cleaning and annotation best practices. • Collaborated in a team environment to achieve shared objectives.

I assisted in labeling and categorizing datasets for AI training projects. My work involved ensuring data accuracy, consistency, and collaborating with team members to meet strict project deadlines. This experience helped deepen my understanding of the data annotation process for machine learning models. • Labeled and categorized textual data for supervised model training. • Performed rigorous quality control to guarantee data consistency. • Assisted with data cleaning and annotation best practices. • Collaborated in a team environment to achieve shared objectives.

2021 - 2021

Education

Work History