AI Trainer and Technical Problem Solver with experience in designing, evaluating, and improving large language model (LLM) outputs. Skilled in creating realistic multi-turn conversations, simulating assistant behavior using tool-based workflows (APIs), and ensuring logical reasoning across interactions. Strong understanding of JSON structures, task orchestration, and real-world scenario modeling for AI systems. Proven ability to enhance model performance through structured feedback, annotation, and quality evaluation.