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M
Mokete L.

Mokete L.

Freelance Content Evaluator & Researcher (Independent Practice)

South Africa flagPretoria, South Africa

Key Skills

Software

Other
Don't disclose

Top Subject Matter

English language writing
Editing Domain Expertise
and LLM output evaluation (text quality and factuality)

Top Data Types

TextText

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Freelance Content Evaluator & Researcher (Independent Practice). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Don't disclose. Education includes High School Diploma, Phuthalichaba Technical High School (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Self-Directed Research and Skills Development - Self-Directed Practice

TextText

The role focused on ongoing self-directed development of digital and language-model evaluation skills through structured practice. The work included training in prompt engineering methodologies and practicing heuristic evaluations of text for logical soundness and coherence. This experience required continuous learning, analytical reasoning, and attention to producing human-centric outputs. • Trained on prompt engineering and text evaluation methodologies • Practiced side-by-side comparison to assess logical and structural quality • Evaluated responses for coherence, clarity, and human-centric quality • Strengthened skills in operating with and interpreting large language model outputs

2025 - Present

Freelance Content Evaluator & Researcher (Independent Practice)

OtherTextText

The role involved evaluating and proofreading textual documents to ensure strict compliance with stylistic, grammatical, and formatting benchmarks. The work also required deep-dive factual verification by cross-referencing digital sources to isolate inaccuracies and improve clarity and readability. Outputs were quality-checked against complex project rubrics and guidelines to maintain high integrity. • Proofreading and structural/formal formatting reviews • Factual verification through cross-referencing and accuracy checks • Rewriting content to improve logical flow and readability • Deadline-focused independent quality assurance for varied documents

2025 - Present

Independent Digital Skill Development (Self-Directed)

Don't discloseTextTextPrompt + Response Writing (SFT)Prompt + Response Writing (SFT)

The training emphasized prompt engineering practices and heuristic text evaluation methods for Large Language Models (LLMs). Comparative analysis was used to assess and select the most logically sound, structurally coherent, and human-centric text responses. The goal was to strengthen capabilities relevant to AI tutoring, evaluation, and iterative refinement workflows. • Advanced prompt engineering methodology practice • Heuristic text evaluation of LLM responses • Side-by-side comparison to identify best outputs • Iterative improvement toward human-centric, coherent responses

2024 - Present

Education

P

Phuthalichaba Technical High School

High School Diploma, General Education

High School Diploma
2023 - 2023

Work History

S

Self-Directed Practice

Self-Directed Research and Skills Development

Pretoria
2025 - Present
I

Independent Practice

Freelance Content Evaluator & Researcher

Pretoria
2025 - Present