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I’m Siti Latifah Munte from Batam, Indonesia, currently combining my background in Metallurgical Engineering with highly certified expertise in AI evaluation and prompt engineering. I enjoy turning careful, evidence-based thinking into high-quality assessments—especially when auditing multi-turn LLM conversations for accuracy, safety, and guideline compliance. I work as an AI Generalist Evaluator and bilingual data annotation contributor, where I analyze outputs for factual hallucinations, reasoning quality, and formatting issues, then provide structured, actionable feedback for model improvement. Alongside this, my Quality Control experience and data-processing habits (using Python and Excel) help me keep datasets reliable and research-ready across both technical and general tasks.…I’m Siti Latifah Munte from Batam, Indonesia, currently combining my background in Metallurgical Engineering with highly certified expertise in AI evaluation and prompt engineering. I enjoy turning careful, evidence-based thinking into high-quality assessments—especially when auditing multi-turn LLM conversations for accuracy, safety, and guideline compliance. I work as an AI Generalist Evaluator and bilingual data annotation contributor, where I analyze outputs for factual hallucinations, reasoning quality, and formatting issues, then provide structured, actionable feedback for model improvement. Alongside this, my Quality Control experience and data-processing habits (using Python and Excel) help me keep datasets reliable and research-ready across both technical and general tasks.

Siti Latifah Munte

AI Evaluator, Data Annotator, Data Scientist, +4

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I’m Siti Latifah Munte from Batam, Indonesia, currently combining my background in Metallurgical Engineering with highly certified expertise in AI evaluation and prompt engineering. I enjoy turning careful, evidence-based thinking into high-quality assessments—especially when auditing multi-turn LLM conversations for accuracy, safety, and guideline compliance. I work as an AI Generalist Evaluator and bilingual data annotation contributor, where I analyze outputs for factual hallucinations, reasoning quality, and formatting issues, then provide structured, actionable feedback for model improvement. Alongside this, my Quality Control experience and data-processing habits (using Python and Excel) help me keep datasets reliable and research-ready across both technical and general tasks.…I’m Siti Latifah Munte from Batam, Indonesia, currently combining my background in Metallurgical Engineering with highly certified expertise in AI evaluation and prompt engineering. I enjoy turning careful, evidence-based thinking into high-quality assessments—especially when auditing multi-turn LLM conversations for accuracy, safety, and guideline compliance. I work as an AI Generalist Evaluator and bilingual data annotation contributor, where I analyze outputs for factual hallucinations, reasoning quality, and formatting issues, then provide structured, actionable feedback for model improvement. Alongside this, my Quality Control experience and data-processing habits (using Python and Excel) help me keep datasets reliable and research-ready across both technical and general tasks.

Available to hire

I’m Siti Latifah Munte from Batam, Indonesia, currently combining my background in Metallurgical Engineering with highly certified expertise in AI evaluation and prompt engineering. I enjoy turning careful, evidence-based thinking into high-quality assessments—especially when auditing multi-turn LLM conversations for accuracy, safety, and guideline compliance.

I work as an AI Generalist Evaluator and bilingual data annotation contributor, where I analyze outputs for factual hallucinations, reasoning quality, and formatting issues, then provide structured, actionable feedback for model improvement. Alongside this, my Quality Control experience and data-processing habits (using Python and Excel) help me keep datasets reliable and research-ready across both technical and general tasks.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

Indonesian

Fluent

English

Advanced

Work Experience

AI Generalist Evaluator & Data Annotation Contributor at Outlier AI

June 1, 2026 - September 30, 2026

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.

Quality Control Intern at PT Krakatau Osaka Steel

December 1, 2025 - December 31, 2025

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.

Engineering Research & Data Specialist at Universitas Sultan Ageng Tirtayasa

August 1, 2023 - Present

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.