Emmanuel Oduor

Key Skills

Software

Sama

Other

Top Subject Matter

No subject matter listed

Top Data Types

Video

Image

Top Label Types

Object Detection

Classification

Question Answering

Freelancer Overview

I am a detail-oriented Data Annotation Specialist with a background in Computer Science and hands-on experience labeling both structured and unstructured datasets. I excel at following complex project guidelines to deliver high-quality, accurate data for AI model training. My skills include data labeling, quality assurance, and reviewing AI-generated outputs for consistency and precision. I am proficient with Python, MySQL, and Excel, and familiar with AI training workflows. I thrive in fast-paced, remote environments and am committed to maintaining high accuracy standards while adapting quickly to new project requirements. My strong analytical thinking and ability to collaborate remotely help me contribute effectively to any data-centric team.

Labeling Experience

Operator I

OtherImageClassificationQuestion Answering

The project entails image labeling projects using the Fractal annotation platform. My tasks involve categorizing and tagging images according to detailed project instructions, ensuring consistency, and performing quality checks before submission. I maintain high accuracy while working under productivity targets and evolving project standards.

The project entails image labeling projects using the Fractal annotation platform. My tasks involve categorizing and tagging images according to detailed project instructions, ensuring consistency, and performing quality checks before submission. I maintain high accuracy while working under productivity targets and evolving project standards.

2025

Operator

SamaVideoObject Detection

I contributed to a LiDAR training project focused on autonomous vehicle systems. My responsibilities included annotating 3D point cloud data to identify and classify objects such as vehicles, pedestrians, and environmental structures. This required spatial awareness, precision, and strict adherence to labeling guidelines to ensure accurate object detection training data for self driving models.

I contributed to a LiDAR training project focused on autonomous vehicle systems. My responsibilities included annotating 3D point cloud data to identify and classify objects such as vehicles, pedestrians, and environmental structures. This required spatial awareness, precision, and strict adherence to labeling guidelines to ensure accurate object detection training data for self driving models.

2022 - 2022

Education

Work History