Joy Otokiti
Texas,United States
Summary
Project Scheduler with expertise in supporting large-scale energy, construction and infrastructure projects through effective schedule development, resource planning, progress tracking and risk analysis while leveraging AI tools to improve productivity, data analysis and decision making. Skilled in training, evaluating and validating AI-generated contents across multiple domains including reasoning, mathematics, coding, business analysis, technical writing and data interpretation.
Overview
1
1
year of professional experience
Work History
AI Training & LLM Evaluation
Freelance
Remote
10.2025 - Current
- Evaluated LLM responses using rubrics (accuracy, relevance, clarity, safety) and wrote concise justifications.
- Performed ranking and comparison tasks to improve preference data.
- Flagged policy violations and low-quality outputs while maintaining consistent guideline adherence.
- Compared multiple AI outputs and selected the most appropriate response based on structured guidelines.
- Annotated text datasets by labeling intent, sentiment, and content categories.
- Identified factual inconsistencies and suggested corrections.
- Applied strong written English skills to rewrite and improve low-quality AI outputs.
- Maintained consistency and accuracy while working independently in a remote environment.
Skills
- Data Annotation & Labeling
- Analytical Thinking
- AI Response Evaluation
- Attention to Detail
- Content Quality Review
- LLM Evaluation
- AI training
- Ranking and Comparison
- English Writing and Editing
- Communication
Timeline
AI Training & LLM Evaluation
Freelance
10.2025 - Current