Lead Designer, CNC Training Simulator
Fine-tuningLed the design and development of a CNC training simulator that encodes every operational step, failure mode, and diagnostic signal for learner interaction. Created a virtual environment resembling simulated AI training environments, emphasizing measurable actions and assessment for technical accuracy. Translated complex mechanical engineering tasks into structured, explicit system feedback for automated or AI-based evaluation. • Developed simulator architecture focusing on tracking and labeling every learner action. • Defined taxonomies and system requirements reflecting AI training data structures. • Documented all decision pathways and explicit error labeling to mirror RLHF pipelines. • Produced real-world deployable products with measurable, peer-reviewed outputs.