Chemistry Teacher (teaching) and Graduate Trainee/Process evaluation—criteria-based assessment and technical documentation feeding AI evaluation-style rating skills
Applied rubric-based analytical frameworks to evaluate experimental findings and determine whether defined technical criteria were met. Produced structured technical documentation and compliance records that required consistent accuracy, completeness, and adherence to evaluation standards. Performed evidence-based review of technical outputs, mirroring the quality and consistency expected in RLHF response evaluation tasks. • Assessed refinery operations against technical standards and documented pass/fail outcomes • Verified claims against evidence and identified logical or technical deviations • Wrote SOPs and process reports emphasizing precise, criteria-driven reporting • Conducted regulatory-precision testing and documented results for compliance review