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Liming L.
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Liming L.

Research Assistant| AI Evaluation | Education Specialist| Mandarin

PhD researcher at the University of Auckland with practical experience in AI evaluation, academic research, educational content development, and information management. I combine advanced research training with over ten years of teaching and educational leadership experience, allowing me to approach projects with strong analytical judgment, clear communication, and close attention to detail. 【Relevant Project Experience】 Created prompts for a consumer-facing AI platform based on different task categories, evaluated AI-generated outputs against structured rubrics, and helped refine rubric rules to improve clarity and consistency. Completed AI language-data annotation tasks, including transcript alignment, subtitle accuracy checking, speaker-role labeling, emotional-tone annotation, and quality assurance. Organized and documented materials from multiple university-level online courses, creating clear folder structures and an index spreadsheet so resources could be located and used efficiently. Conducted literature reviews, qualitative coding, quantitative analysis, and cross-cultural thematic analysis as part of postgraduate and doctoral research. Worked with bilingual Chinese-English interview data, including transcription, translation, organization, and analysis. 【What I Can Support】 I can assist with AI response evaluation, prompt and rubric review, research assistance, literature reviews, online research, educational content development, academic writing support, data annotation, information organization, course-material documentation, translation, transcript review, and subtitle checking. I am comfortable working independently in remote environments, following detailed guidelines, managing large volumes of information, and delivering structured, accurate, and practical outputs on time. 【Key Skills】 Fluent English and Native Mandarin Chinese AI Evaluation & LLM Response Review Prompt Evaluation & Rubric-Based Assessment AI Data Annotation & Quality Assurance Research Assistance & Literature Reviews Qualitative & Quantitative Data Analysis Academic Writing & Research Support Educational Content Development Information Management & Documentation Online Research & Data Collection English-Chinese Translation Transcript Alignment & Subtitle Review Curriculum Design & Instructional Materials Project Coordination & Administrative Support Python for Research & Data Processing

🇳🇿Auckland, New Zealand$30/hr100% JSS5.00 (3)Since Apr 2025

Earnings and projects

MRR
$159

Last 6 months ÷ 6

World#121,435 / 412k
🇳🇿Country#146 / 622
Revenue, last 30 days
$24

Last 6 months: $955

World#102,912 / 412k
🇳🇿Country#108 / 622
Total earnings
$966

Billed in all: $1.1k

World#397,156 / 412k
🇳🇿Country#611 / 622
Per project
$74

$106 in the last 6 months

World#310,586 / 412k
🇳🇿Country#499 / 622
Projects, last 6 months
9

Across 10 contracts

90% fixed10% hourly
World#21,105 / 412k
🇳🇿Country#26 / 622
Projects in all
13

Across 15 contracts

93% fixed7% hourly
World#175,712 / 412k
🇳🇿Country#262 / 622

Earnings, last 30 days

$1.1k+$22 earned since Oct 11Billed in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$1,040$1,060$1,080$1,100Oct 11Oct 25Nov 7

Tracked from Oct 11, 2026.

Skill rankings: Top 25% in Chinese

Ranked by MRR among everyone on Upwork with the skill.

  1. #190Chinese746 freelancers · 🇳🇿 #2Top 25%
  2. #449AI Model Training1,135 freelancers · 🇳🇿 #2Top 40%
  3. #466English Tutoring1,784 freelancers · 🇳🇿 #1Top 26%
  4. #593Academic Research2,302 freelancers · 🇳🇿 #1Top 26%
  5. #2,433General Transcription8,318 freelancers · 🇳🇿 #2Top 29%
  6. #6,214Project Management18,568 freelancers · 🇳🇿 #8Top 33%
  7. #17,869Data Entry53,630 freelancers · 🇳🇿 #10Top 33%