Siti Latifah Munte

Evaluated large language model responses across general, technical, and bilingual (Indonesian/English) tasks to ensure accuracy, safety, and compliance with strict guidelines. Crafted high-quality prompts and benchmark responses using advanced prompt engineering and rubric-based evaluation methods. Audited multi-turn conversational outputs for reading comprehension, reasoning logic, grammar quality, and edge cases, and provided structured feedback to improve model behavior. Identified factual hallucinations and formatting errors, then delivered actionable notes for model optimization.

Analyzed steel manufacturing production flows and identified common defects in structural steel products. Evaluated mechanical properties through tensile testing and interpreted stress-strain curves, supported by basic metallographic examinations. Conducted material testing and dimensional inspections to verify compliance with SNI standards (SNI 07-2054-2006 and SNI 07-2052-2002). Collaborated with QC engineers to confirm empirical results against SOPs.

Developed experimental frameworks and processed metallurgical datasets for academic research and undergraduate thesis analysis using Python and Microsoft Excel. Prepared technical research reports and scientific documentation with engineering and academic rigor, ensuring data handling supported reliable analysis and clear presentation of results.