Mary W.

Key Skills

Software

Other

Top Subject Matter

Digital publishing

editorial QA

and linguistic verification

Top Data Types

Text

Document

Top Task Types

Data Collection

Freelancer Overview

Editor-in-Chief & Content Quality Manager (MisBiz Pro). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Jaramogi Oginga Odinga University of Science and Technology (2024) and Kenya Certificate of Secondary Education, Mahiga Girls’ Secondary School (2016). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Editor-in-Chief & Content Quality Manager (MisBiz Pro)

OtherText

Supervised large-scale written content quality assurance by evaluating text clarity, factual accuracy, and logical flow against style guides. Performed linguistic review and optimization to ensure outputs met audience and tone expectations. • Reviewed and edited text for grammar, semantics, and consistency • Conducted fact-checking and discrepancy detection for accuracy • Applied logical reasoning to validate content quality at high volume • Managed content performance metrics to improve quality standards

2017 - Present

Customer Service & Data Manager (Givva Wealthtech Limited)

OtherTextData Collection

Compiled, cleaned, and analyzed performance datasets to produce actionable strategic reports for executives. Established operational standards to ensure high data integrity and procedural accountability across teams. • Cleaned and validated datasets for accuracy before reporting • Prepared performance reporting outputs based on analytical findings • Trained personnel on documentation and compliance for data quality • Ensured repeatable procedures supporting consistent, high-integrity data

2024 - 2024

Actuarial Intern (Life and Pensions) (Kenyan Alliance Insurance Company Limited)

OtherText

Audited and validated large data sheets by capturing and correcting discrepancies in system registers with near-zero error margins. Produced analytical bulletins for performance reporting to evaluate risk and business trends. • Verified dataset entries against system registers and corrected errors • Conducted quality checks to maintain near-zero discrepancy rates • Generated analytical reporting outputs from validated data • Summarized risk and business trends using prepared bulletins

2017 - 2017

Education

Work History