Evans Ndara

Key Skills

Software

Telus

Other

CloudFactory

Clickworker

CVAT

Hasty

iMerit

Mercor

Micro1

Mindrift

Remotasks

Sama

Top Subject Matter

Customer Support Operations

Service Workflows

AI Training

Top Data Types

Document

Video

Image

Top Task Types

Classification

Polygon

Segmentation

Transcription

Prompt Response Writing SFT

Data Collection

Bounding Box

Freelancer Overview

Remote Data Annotator (Freelance). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Telus and Other. Education includes Diploma, N/A (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Data Labeler – Uber Project

OtherTextClassification

As a Data Labeler on the Uber Project with Fuzu Mauritius KE Ltd, I labeled and validated operational and customer-related data for Uber AI systems. I ensured consistency and accuracy in annotated datasets and reviewed prompts and classification rules. My work was essential to the ongoing improvement of Uber's AI model performance. • Managed large volumes of text and operational datasets. • Collaborated remotely under strict quality assurance standards. • Focused on high data accuracy to improve real-world applicability. • Supported regular dataset validation and workflow updates.

As a Data Labeler on the Uber Project with Fuzu Mauritius KE Ltd, I labeled and validated operational and customer-related data for Uber AI systems. I ensured consistency and accuracy in annotated datasets and reviewed prompts and classification rules. My work was essential to the ongoing improvement of Uber's AI model performance. • Managed large volumes of text and operational datasets. • Collaborated remotely under strict quality assurance standards. • Focused on high data accuracy to improve real-world applicability. • Supported regular dataset validation and workflow updates.

2025 - Present

Remote Data Annotator (Freelance)

TelusText

As a Remote Data Annotator at TELUS International AI, I reviewed and annotated diverse datasets to train and fine-tune AI models. My responsibilities included evaluating AI-generated responses for clarity, accuracy, relevance, and alignment with real-world use cases. I provided structured human feedback to enhance model understanding in customer interactions. • Interpreted and applied complex annotation guidelines consistently. • Maintained high quality and accuracy benchmarks across multiple projects. • Supported prompt review and evaluation tasks as required. • Delivered reliable results in a fully remote work environment.

As a Remote Data Annotator at TELUS International AI, I reviewed and annotated diverse datasets to train and fine-tune AI models. My responsibilities included evaluating AI-generated responses for clarity, accuracy, relevance, and alignment with real-world use cases. I provided structured human feedback to enhance model understanding in customer interactions. • Interpreted and applied complex annotation guidelines consistently. • Maintained high quality and accuracy benchmarks across multiple projects. • Supported prompt review and evaluation tasks as required. • Delivered reliable results in a fully remote work environment.

2022 - Present

Data Annotator

ImagePolygon

Roof annotation for machine learning as well as other objects in the image using Cvat

Roof annotation for machine learning as well as other objects in the image using Cvat

2024 - 2025

Education

Work History