Okang H.
AI Agent Assistant & Content Verifier (Remote Annotator, Part-time)
Experience
AI Agent Assistant & Content Verifier (Remote Annotator, Part-time)
Freelance
- Executed detailed web-based research and leveraged platform-specific tools to validate findings, gathering necessary evidence for sophisticated content claims.
- Collaborated directly with Large Language Models, devising and refining advanced instructional prompts to steer the AI towards producing superior-quality results.
- Demonstrated best practices for working with LLMs, strategically utilizing the models as a digital copilot for executing complex research, analytical, and data preparation tasks.
- Showcased high adaptability in rapidly transitioning between various research, analysis, and data labeling activities while adhering strictly to specific operational guidelines.
AI Agent Evaluation Analyst
Freelance
- Assessed evaluation scenarios for logical coherence, thoroughness, and practical relevance, playing a role in establishing definitive expected behaviors (gold standards) for AI agents.
- Identified errors in consistency, overlooked assumptions, or ambiguous decision points within AI responses and proposed enhancements to developers for refining model coverage.
- Mapped and annotated complex system interactions, including cause-effect chains, reasoning pathways, and alternative courses of action to improve model interpretability.
AI Trainer (Freelance AI Tutor)
Freelance
- Developed comprehensive golden answers that clearly articulated reasoning, substantiated facts, and thereby deepened the LLM's understanding and response quality.
- Delivered precise, structured commentary on AI model performance, with an emphasis on accuracy, user context, and required tone, aiding in crucial model stabilization efforts.
- Contributed to the design of AI systems by structuring training data and performing conversational data annotation specifically for virtual assistants and dialogue agents.
- Condensed intricate academic and technical documentation into brief, accessible explanations to bolster instructional clarity for the AI models.
- Conceived, tested, and fine-tuned training prompts, applying Markdown conventions to guarantee structural integrity and adherence to official training protocols.
Summary
Detail-oriented and adaptable professional with comprehensive hands-on experience in Large Language Model (LLM) training, evaluation, and quality assurance.
Expert in applying human judgment and critical analysis to refine AI systems and ensure outputs are accurate, well-reasoned, and aligned with gold standards.
Proven ability to conduct thorough web research to verify information and provide supporting evidence for complex claims.
Proficient in prompt engineering and collaborating with LLMs as a copilot to complete complex, nuanced tasks.
Specialized in defining clear expected behaviors for AI agents, identifying inconsistencies in logic, and reviewing evaluation tasks for completeness and realism.
Skilled in summarizing technical content and providing structured feedback to make generative AI more human-like and situationally insightful.
Languages
Education
National Open University of Nigeria
Post Graduate Diploma in Information Technology · Information Technology · Calabar, Nigeria
National Open University of Nigeria
Bachelor of Science in Environmental Science and Resource Management · Environmental Science and Resource Management · Calabar, Nigeria
Certifications & licenses
Certificate Of Completion: Front End Development (HTML, CSS, JavaScript)
Great Learning Academy
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