AI & STEM Evaluator (Engineering Solution Review and Rating)
In the role of engineering solution evaluator, I reviewed AI-generated and human-generated solutions to advanced mechanical engineering problems. My work involved applying structured scoring criteria, validating multi-step reasoning, and ensuring logical completeness and alignment with engineering principles. I used Python and numerical methods to check the reproducibility and correctness of analytical and numerical outputs. • Analyzed complex reasoning paths for assumption validity and physical realism. • Evaluated solutions beyond final answers to stress-test AI and human performance. • Identified potential edge cases and unrealistic simplifications in technical scenarios. • Employed Python (NumPy, SciPy, Pandas) as primary validation tools.