Maurice K.

Key Skills

Software

Other

Toloka

Remotasks

Top Subject Matter

LLM training data with legal/statutory reasoning context

Generative AI prompt engineering and media creation for style control

Legal Services & Contract Review

Top Data Types

Text

Audio

Image

Document

Top Task Types

RLHF

Prompt + Response Writing (SFT)

Freelancer Overview

Senior Data Annotator & AI Specialist (Freelance / Remote)(January 2025- Present) Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Outlier, Atlas Capture, and Toloka. Education includes Bachelor of Laws, University of Embu (2025- Present) and International Certificate in Digital Literacy, Zetech University (2025). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Content Creator & Prompt Engineer (Digital Media)

OtherAudioPrompt + Response Writing (SFT)

Developed training-oriented prompts and iterative instructions to guide generative systems toward specific stylistic outputs. Produced high-fidelity audio and visual media using generative AI tools. Used feedback loops to refine prompt wording for consistent Afrobeats and Taarab style results. • Prompt engineering for genre-specific stylistic outputs • Iterative refinement using model feedback • Assisted in generating high-fidelity audio/visual content • Applied understanding of model behavior to steer outputs

2025 - Present

Senior Data Annotator & AI Specialist (Freelance / Remote)

Text

Provided AI training support by ranking and evaluating model outputs for accuracy, safety, and tone within RLHF workflows. Applied atomic action labeling, intent classification, and entity recognition to create high-quality training examples. Ensured labeled data adhered to platform guidelines while maintaining consistent elite performance scores. • Ranked responses based on accuracy, safety, and tone • Performed atomic action, intent, and entity labeling • Followed complex statutory-interpretation and logical-reasoning instruction sets • Maintained 5-star ratings and 95%+ accuracy while meeting throughput targets

2025 - Present

Education

Work History