Victor (vicclassic)

Key Skills

Software

Telus

Appen

Data Annotation Tech

Micro1

Top Subject Matter

Social Media and Language Content

Large Language Models

Conversational AI

Top Data Types

Text

Image

Video

Top Task Types

Classification

RLHF

Segmentation

Question Answering

Object Detection

Evaluation/Rating

Freelancer Overview

Freelance Remote Specialist (Data Annotation & Labeling). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Telus, Appen, and Rincon. Education includes Bachelor of Science, National Open University of Nigeria (2028). AI-training focus includes data types such as Text and labeling workflows including Classification and RLHF.

Labeling Experience

Freelance Contributor (AI Training & RLHF)

Data Annotation TechTextRLHF

As a Freelance Contributor for Data Annotation Tech, I evaluated and rated AI-generated outputs for large language models. My responsibilities included reinforcement learning from human feedback (RLHF) and technical verification. This role required applying formal logic and scientific knowledge for chatbot and LLM improvement. • Judged logic, safety, and factual accuracy in AI responses. • Audited technical, scientific, and mathematical outputs for correctness. • Enhanced model performance by identifying nuances in intent and reasoning. • Used Data Annotation Tech’s platform for managing and submitting reviews.

As a Freelance Contributor for Data Annotation Tech, I evaluated and rated AI-generated outputs for large language models. My responsibilities included reinforcement learning from human feedback (RLHF) and technical verification. This role required applying formal logic and scientific knowledge for chatbot and LLM improvement. • Judged logic, safety, and factual accuracy in AI responses. • Audited technical, scientific, and mathematical outputs for correctness. • Enhanced model performance by identifying nuances in intent and reasoning. • Used Data Annotation Tech’s platform for managing and submitting reviews.

2024 - Present

Freelance Remote Specialist (Data Annotation & Labeling)

TelusTextClassification

As a Freelance Remote Specialist, I annotated and labeled diverse datasets for machine learning model training. My work focused on social media content moderation and linguistic labeling for global platforms. I ensured high-quality outputs by adhering strictly to project guidelines and accuracy standards. • Categorized large volumes of social media and linguistic data for AI workflows. • Maintained high accuracy and data integrity across multiple projects. • Utilized proprietary tools for annotation on platforms such as Telus, Appen, and Rincon. • Applied knowledge of statistical and logical principles to support complex annotation tasks.

As a Freelance Remote Specialist, I annotated and labeled diverse datasets for machine learning model training. My work focused on social media content moderation and linguistic labeling for global platforms. I ensured high-quality outputs by adhering strictly to project guidelines and accuracy standards. • Categorized large volumes of social media and linguistic data for AI workflows. • Maintained high accuracy and data integrity across multiple projects. • Utilized proprietary tools for annotation on platforms such as Telus, Appen, and Rincon. • Applied knowledge of statistical and logical principles to support complex annotation tasks.

2020 - Present

Education

Work History