Cedric Dave Clara

Key Skills

Software

Other

Telus

Appen

Data Annotation Tech

Lionbridge

Mindrift

Top Subject Matter

Machine Learning/AI Evaluation

Software Engineering & Web Development

E-commerce & Customer Support

Top Data Types

Text

Video

Image

Top Task Types

Prompt + Response Writing (SFT)

Computer Programming/Coding

RLHF

Fine-tuning

Text Generation

Transcription

Data Collection

Freelancer Overview

AI Data Rater – RWS. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Telus. Education includes Bachelor of Science, Systems Plus College Foundation (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Rater – RWS

OtherText

In this role, I rated and evaluated AI-generated data to enhance algorithm accuracy and support better model performance. I systematically assessed outputs across various AI model iterations, focusing on identifying logical inconsistencies and quality issues. My assessments contributed directly to the ongoing improvement of deployed AI solutions. • Consistently evaluated the accuracy and logic of AI-generated datasets. • Provided detailed feedback to improve machine learning outputs. • Utilized internal tools for systematic data evaluation. • Enhanced overall model reliability and decision quality.

In this role, I rated and evaluated AI-generated data to enhance algorithm accuracy and support better model performance. I systematically assessed outputs across various AI model iterations, focusing on identifying logical inconsistencies and quality issues. My assessments contributed directly to the ongoing improvement of deployed AI solutions. • Consistently evaluated the accuracy and logic of AI-generated datasets. • Provided detailed feedback to improve machine learning outputs. • Utilized internal tools for systematic data evaluation. • Enhanced overall model reliability and decision quality.

2025 - 2026

AI Data Rater – Telus Digital

TelusText

As an AI Data Rater at Telus Digital, I assessed AI-generated content and evaluated logical algorithms. I ensured top-tier data quality for machine learning model integrations. My work contributed to optimizing model outputs for quality and consistency. • Performed quality assessments of AI-generated outputs for accuracy. • Evaluated underlying algorithm logic regularly. • Ensured metadata and annotations met high quality standards. • Used Telus internal platforms for data rating tasks.

As an AI Data Rater at Telus Digital, I assessed AI-generated content and evaluated logical algorithms. I ensured top-tier data quality for machine learning model integrations. My work contributed to optimizing model outputs for quality and consistency. • Performed quality assessments of AI-generated outputs for accuracy. • Evaluated underlying algorithm logic regularly. • Ensured metadata and annotations met high quality standards. • Used Telus internal platforms for data rating tasks.

2024 - 2025

Education

Work History