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Ruth Azuka

Ruth Azuka

AI Content Architect

Nigeria flagAsaba, Nigeria
$10.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

Editorial content
Brand Communications
Synthetic Media

Top Data Types

TextText
VideoVideo

Top Task Types

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

Freelancer Overview

AI Content Architect. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, University of Lagos. AI-training focus includes data types such as Text and labeling workflows including RLHF and Prompt + Response Writing (SFT).

IntermediateEnglish

Labeling Experience

AI Content Architect

TextRLHF
As AI Content Architect, I led reinforcement learning from human feedback (RLHF) processes to optimize large language models for brand tone and factual accuracy. My work involved curating task guidelines, managing human-in-the-loop workflows, and evaluating AI-generated content against strict editorial standards. I oversaw the labeling of synthetic, brand-specific communications and ensured all content adhered to ethical and stylistic governance frameworks. • Developed and refined evaluation criteria for text outputs • Guided quality assurance for annotation and RLHF workflows • Collaborated with teams for LLM tuning and feedback loops • Utilized proprietary internal tools for annotation and evaluation

As AI Content Architect, I led reinforcement learning from human feedback (RLHF) processes to optimize large language models for brand tone and factual accuracy. My work involved curating task guidelines, managing human-in-the-loop workflows, and evaluating AI-generated content against strict editorial standards. I oversaw the labeling of synthetic, brand-specific communications and ensured all content adhered to ethical and stylistic governance frameworks. • Developed and refined evaluation criteria for text outputs • Guided quality assurance for annotation and RLHF workflows • Collaborated with teams for LLM tuning and feedback loops • Utilized proprietary internal tools for annotation and evaluation

2024 - Present

AI Solutions Consultant

TextPrompt Response Writing SFT
As AI Solutions Consultant, I designed and labeled prompt-response datasets for supervised fine-tuning (SFT) of large language models. I developed persona-based prompts to train AI systems on emulating brand voices and delivering optimized, context-aware outputs. My responsibilities included error analysis and iterative adjustment of annotation guidelines for maximum model performance. • Authored detailed prompt-response pairs for SFT tasks • Analyzed AI generations for alignment and relevance • Incorporated Python-insights into dataset development • Leveraged internal annotation platforms and project management tools

As AI Solutions Consultant, I designed and labeled prompt-response datasets for supervised fine-tuning (SFT) of large language models. I developed persona-based prompts to train AI systems on emulating brand voices and delivering optimized, context-aware outputs. My responsibilities included error analysis and iterative adjustment of annotation guidelines for maximum model performance. • Authored detailed prompt-response pairs for SFT tasks • Analyzed AI generations for alignment and relevance • Incorporated Python-insights into dataset development • Leveraged internal annotation platforms and project management tools

2023 - Present

Lead Prompt Engineer

TextPrompt Response Writing SFT
As Lead Prompt Engineer, I curated and annotated a proprietary library of creative prompts and responses for enterprise-scale model fine-tuning. This involved evaluating prompt effectiveness through A/B tests and modifying datasets to mitigate hallucinations and ensure output reliability. I directed the prompt iteration process to accelerate system deployment while upholding rigorous quality standards. • Engineered and refined over 200 task-specific prompts • Led model output evaluation and error analysis • Applied prompt chaining to optimize label outcomes • Used proprietary scripting and annotation tools throughout

As Lead Prompt Engineer, I curated and annotated a proprietary library of creative prompts and responses for enterprise-scale model fine-tuning. This involved evaluating prompt effectiveness through A/B tests and modifying datasets to mitigate hallucinations and ensure output reliability. I directed the prompt iteration process to accelerate system deployment while upholding rigorous quality standards. • Engineered and refined over 200 task-specific prompts • Led model output evaluation and error analysis • Applied prompt chaining to optimize label outcomes • Used proprietary scripting and annotation tools throughout

2021 - Present

Education

U

University of Lagos

Bachelor of Arts, Mass Communication

Bachelor of Arts
Not specified

Work History

T

Techflow Innovations

AI Content Architect

Asaba
2024 - Present
G

Global Digital Media Hub

AI Solutions Consultant

Asaba
2023 - Present