Bruhh

Key Skills

Software

Don't disclose

Clickworker

Scale AI

Telus

Appen

Top Subject Matter

Search engine evaluation (SERPs) and web quality rating

Search engine results evaluation for major search engines

LLM response evaluation

Top Data Types

Text

Image

Document

Top Task Types

RLHF

Freelancer Overview

Associate Search Engine Evaluator (Various Survey, Independent Contractor). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Clickworker, and Scale AI. Education includes Bachelor of Medicine and Bachelor of Surgery, University of Abuja and Senior Secondary School Certificate, West African Examinations Council (WAEC). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and RLHF.

Labeling Experience

Internet Analyst / Search Engine Evaluator (Appen CrowdGen, Independent Contractor)

AppenText

Provided structured feedback and relevance ratings on search engine results to improve accuracy and personalization for large-scale web search systems. Evaluated internet advertisements for relevance, advertiser credibility, and landing page quality to meet end-user expectations. Assessed map content, business listings, and geographic search accuracy using E-E-A-T and Needs Met style rating frameworks while completing additional sentiment and classification tasks. • Project Yukon (Google web search) relevance rating • Project Arrow (internet ads) ad quality and credibility evaluation • Project Shasta (Apple Maps) map and geographic accuracy assessment • CrowdGen tasks including classification and sentiment analysis for ML datasets

2023 - Present

Personalized Internet Assessor / Search Engine Evaluator (TELUS International AI Community, Independent Contractor)

TelusText

Performed guideline-driven assessments of Google SERPs for relevance, page quality, and user intent alignment across informational, navigational, and transactional queries. Rated Google Ads content for relevance, appropriateness, and landing page quality relative to triggering search queries. Evaluated localized and geographically specific results using map-quality checks and assessed multimedia content for quality and compliance with platform standards. • SERP relevance and page quality ratings • Ads relevance and landing page quality ratings • Map quality verification for location-based results • Multimedia content rating (video, images, audio, social ads)

2023 - 2024

AI Training Expert / Search Engine Evaluator (Outlier, Scale AI Platform, Independent Contractor)

Scale AITextRLHF

Evaluated and ranked AI-generated responses using structured rating rubrics to assess accuracy, clarity, factual correctness, and overall quality. Compared pairs of large language model outputs to provide feedback that drives continuous model improvement. Authored prompts and revised model responses to increase training data diversity and robustness. • Pairwise LLM output ranking and scoring • Prompt engineering for complex reasoning and coding scenarios • Rewriting/editing for factual accuracy and neutrality • Structured onboarding and qualification testing on multiple task types

2022 - 2023

Search Engine Evaluator (Clickworker, Independent Contractor)

ClickworkerText

Conducted comprehensive analysis of search engine result pages according to client-provided guidelines. Evaluated search results across major platforms by assessing quality, relevance, and alignment with user search intent. Optimized location- and context-specific outcomes by categorizing the best results for personalized intent signals. • SERP quality, relevance, and intent alignment assessment • Query-by-query relevance rating • Location context and personalized intent categorization • Novel algorithm performance evaluation via relevance ratings

2021 - 2022

Associate Search Engine Evaluator (Various Survey, Independent Contractor)

Don't discloseText

Provided detailed feedback on search engine results and online advertisement content to refine algorithmic relevance models. Measured and rated the relevance and usefulness of web pages and search queries against predefined user intents using Google’s Search Quality Evaluator Guidelines. Ensured guideline compliance and quality control while assessing SERP outputs across multiple content verticals. • Search result relevance and usefulness ratings • Page quality and authority evaluation • Local search, image utility, and video content rating • YouTube video appropriateness and user-intent alignment ratings

2019 - 2022

Education

Work History