Shadrack M.

Key Skills

Software

Other

Top Subject Matter

Content writing and fact-checking for multiple domains (technology, education, lifestyle)

Academic and editorial quality assurance for text content

LLM/AI-aligned writing prompts

Top Data Types

Text

Image

Top Task Types

Text Generation

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance Content Writer (Project-based) - AI-training-adjacent writing QA focus. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Arts, University of Nairobi (2025) and Diploma in Linguistics, University of Nairobi (2022). AI-training focus includes data types such as Text and labeling workflows including Text Generation, Evaluation, and Rating.

Labeling Experience

Freelance Content Writer (Project-based) - AI-training-adjacent writing QA focus

OtherTextText Generation

Wrote and fact-checked original articles across technology, education, and lifestyle domains while ensuring factual accuracy through primary-source verification. Adapted writing tone and style to meet strict client-specific brand guidelines to reduce revision cycles. Supported QA-style editorial workflows with emphasis on clarity, logic, and consistency. • Produced 15–20 original articles per month • Fact-checked using primary-source verification • Followed rigid style guides and brand rules • Reduced revision requests by 35% within three months

2025 - Present

Copyeditor (Project Based) - QA-style evaluation and correction of text

OtherText

Performed editorial review of student and faculty submissions to ensure clarity, coherence, and adherence to a modified AP house style guide. Identified logical inconsistencies and factual errors (including AI/training errors) and provided authors with actionable revision notes. Maintained minimum C1 English standards focusing on readability and sentence-level nuance. • Reviewed and edited writing for clarity and coherence • Checked adherence to modified AP house style • Flagged logical and factual inconsistencies • Supplied detailed revision notes for improvement

2024 - 2025

Writing Tutor - LLM-aligned data annotation and prompt/response instruction

OtherTextPrompt + Response Writing (SFT)

Provided writing tutoring focused on structuring logical arguments and avoiding ambiguity in student responses. Developed original writing prompts and sample responses to demonstrate desired tone, clarity, and evidence-based reasoning patterns. Supported instruction for AI/LLM-aligned data creation through classroom-based data annotation concepts. • Tutored undergraduate students on logic structure • Refined grammar to meet academic standards • Created prompts and example responses for training behavior • Emphasized evidence-based reasoning and tone control

2023 - 2023

Education

Work History