Professional Cook & Process Architect (30+ Years) - Instruction Following for AI Training
Experience in professional environments applying rigorous instruction following directly maps to the domain of AI prompt-response and LLM data work. Skills in constraint satisfaction and structured procedural execution inform tasks related to supervised fine-tuning (SFT) and AI training. Demonstrated ability to decompose complex instructions for technical execution is beneficial for labeling and reviewing LLM training data. • Applied expertise in translating structured tasks to text-based instructions for training AIs. • Used logic and rule-management expertise for instruction writing and quality checking. • Developed and documented repeatable instructional workflows suitable for LLM prompt engineering. • Skills are directly applicable to AI data labeling and prompt-response validation functions.