Catherine (Wambui) Kabura
Communications Specialist / Content Creator
Experience
Communications Specialist / Content Creator
Agricultural Finance Corporation (AFC)
- Analyzed complex organizational systems to produce structured, logical content for diverse stakeholders.
- Audited internal materials for consistency and logical flow, ensuring alignment with corporate policy.
- Identified potential misinterpretations or edge cases in messaging to ensure high-precision documentation.
Systems & Logic Researcher
Independent
- Apply UX/UI principles to evaluate digital interfaces, identifying broken logic in user flows and task structures.
- Experiment with LLMs to document failure modes and reasoning gaps in autonomous agent scenarios.
- Design "what-if" scenarios to test the limits of automated decision-making systems.
AI Content Evaluator & RLHF Specialist
Remotask
- Performed RLHF to rank and improve LLM responses based on truthfulness, helpfulness, and logical soundness.
- Identified and flagged hallucinations, logical inconsistencies, and biased outputs in complex AI-generated text.
- Successfully navigated detailed project instructions and consistently met high-accuracy quality benchmarks.
- Collaborated in an asynchronous, remote environment to meet strict delivery deadlines.
Summary
Highly analytical professional with hands-on experience in RLHF (Reinforcement Learning from Human Feedback) and AI model evaluation. Expert at auditing complex logic, identifying edge cases, and establishing "gold standard" benchmarks for autonomous agents. Proven track record in reviewing high-stakes content for consistency and navigating the technical requirements of global AI training platforms.
Skills
Ai & Rlhf Evaluation: Expertly Assessing Reasoning Paths, Truthfulness, And Safety In Llm Outputs.
Analytical Thinking: Identifying Logical Fallacies, Inconsistencies, And Complex "What-if" Scenarios.
Systemic Evaluation: Auditing Workflows, Policy Logic, And Cause-effect Relationships.
Technical Literacy: Familiarity With Structured Data (Json/yaml) And Prompt Engineering.
Strategic Communication: Drafting Clear Documentation And "Gold Standard" Behavioral Benchmarks.
Ux/ui Awareness: Anticipating Failure Modes And User Friction In Digital Systems.
Ai Platforms: Experience With Remotask And Various Llm Evaluation Interfaces.
Structured Data: Ability To Read And Audit Json/yaml For System Evaluation.
Collaboration: Google Workspace, Microsoft Office, And Asynchronous Project Management Tools.
Critical Thinking: Comfortable With Ambiguity And Solving Multi-layered Problems.
Writing Excellence: Exceptional Written Communication And Documentation Skills.
Quality Focus: Strong Attention To Detail With A "Test-case" Mindset (Edge Cases And Failure Modes).
Languages
Education
Taita Taveta University
Bachelor’s Degree in Information Technology · Information Technology · Voi, Kenya
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