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Gideon O.

Gideon O.

Expert in AI computer vision data labeling for self-driving cars

Kenya flagKisumu, Kenya

Key Skills

Software

RemotasksRemotasks
Scale AIScale AI

Top Subject Matter

Self-driving car imagery
LLM evaluation spanish,French
Satellite image classification

Top Data Types

AudioAudio
ImageImage
TextText

Top Task Types

Bounding BoxBounding Box
CuboidCuboid
Evaluation/RatingEvaluation/Rating
Point/Key PointPoint/Key Point
PolygonPolygon

Freelancer Overview

In my experience with data labeling and AI training data, I have developed a deep understanding of the critical role labeled data plays in machine learning models. I excel in designing and implementing labeling processes that ensure high-quality data, crucial for accurate model training and validation. Key skills include proficiency in annotation tools such as Labelbox, expertise in defining annotation guidelines to maintain consistency, and a meticulous approach to quality assurance to minimize labeling errors. I have contributed to various projects across industries, from computer vision applications like object detection and image segmentation to natural language processing tasks such as sentiment analysis and named entity recognition. These projects have equipped me with the ability to handle diverse data types and complexities, adapt labeling strategies to different domains, and collaborate effectively with cross-functional teams to deliver data-driven solutions. My qualifications include a solid foundation in machine learning concepts, a keen eye for detail, and a commitment to staying updated with advancements in AI and data labeling technologies.

Labeling Experience

Scale AI

BUMBLEBEES

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In the Bumblebees project, I use the polygon tool to annotate various types of food items with precise outlines. This involves accurately tracing boundaries around each food item in images, ensuring detailed and consistent annotations. These annotations contribute to training AI models to recognize and classify different foods effectively.

2023 - 2024

Education

M

Maseno university

Bachelor's in computer science, Computer science

Bachelor's in computer science
2020 - 2024

Work History

R

Remotasks

Image annotation,transcription,text collection,categorization

KISUMU
2020 - 2024
R

Remotasks

Image annotation,Transcription,Categorization,Text collection

Kisumu
2020 - 2024