Maryanne M.

Key Skills

Software

Clickworker

Don't disclose

Other

Top Subject Matter

Data labeling quality assurance and chat moderation

AI output verification

Fact-checking Domain Expertise

Top Data Types

Text

Document

Computer Code Programming

Top Task Types

Prompt + Response Writing (SFT)

Question Answering

Freelancer Overview

Independent Freelance Consultant (Data Validation, Quality Assurance, Content Evaluation) — Remote. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Clickworker, Cloudworkers, and Don't disclose. Education includes Bachelor of Economics and Statistics, University of Nairobi (2028). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Academic Project — Economic Modeling (University of Nairobi)

OtherDocumentQuestion Answering

Contributed to academic economic modeling tasks that included analyzing datasets and validating economic theories using structured reasoning. Translated complex quantitative information into step-by-step mathematical proofs to support conclusions. The work emphasized validation of dataset trends against modeled economic claims. • Analyzed complex datasets to identify trends. • Validated economic theories using step-by-step mathematical proofs. • Structured reasoning to explain model outcomes logically. • Used data validation to support analytic claims.

2024 - Present

Independent Freelance Consultant (AI literacy applied to training/QA work) — Remote

Don't discloseTextPrompt + Response Writing (SFT)

Supported AI tutoring/training workflows through prompt engineering and fact-checking practices. Applied hallucination detection and verification steps to improve the reliability of generated responses. Focused on validating outputs against expected information before use. • Used prompt engineering techniques for improved response quality. • Performed fact-checking and hallucination detection on AI outputs. • Verified generated content for correctness and consistency. • Applied reliability-focused review before final acceptance.

2024 - Present

Independent Freelance Consultant (Data Validation, Quality Assurance, Content Evaluation) — Remote

ClickworkerText

Worked as a remote freelance consultant performing content evaluation and data labeling quality assurance for micro-task platforms. Consistently targeted and achieved high accuracy for labeled outputs and chat moderation tasks. Responsibilities included reviewing items for correctness, applying quality standards, and reporting issues when detected. • Labeled data to meet 90%+ accuracy targets. • Performed chat moderation evaluations on micro-task platforms. • Conducted quality checks aligned to platform guidelines. • Participated across multiple micro-tasking vendors.

2024 - Present

Education

Work History