resume

General Information

Name Chloe Kim
Email ckim26[at]cranbrook.edu
Web chloekim.one
Location Bloomfield Hills, Michigan
Focus AI × Human Decision-making under Uncertainty & Fairness
Languages English (Native), Korean (Native), Chinese (Fluent), Latin (NLE Latin IV), French (Intermediate), Japanese (Intermediate)

Academic Interests

  • Cognitive Science & Psychology & Anthropology
    • Cognition
    • Intelligence
    • Reasoning
    • Mind
  • Linguistics & Biology
    • Language Evolution
    • Social applications of AI
    • Medical and public health
    • Ecology

Education

  • 2022-08 – 2026-07
    Cranbrook Kingswood Upper School
    High School (Bloomfield Hills, MI)
    • Humanities, AI, Biology, Linguistics
  • 2024-07 - 2024-08
    Harvard University
    Summer School - Undergraduate studies (Cambridge, MA)
    • Molecular Biology and Historical Linguistics
  • 2020-03 – 2022-06
    南京时代双语学校 (Nanjing Times School)
    Middle school (Nanjing, China)
    • English, Chinese, Design, Humanities
  • 2014-03 – 2020-02
    Kyunghee School
    Elementary School (Seoul, Korea)
    • English, Violin, Volunteers

Work & Research Experience

  • 2024-03 – present
    Research Intern
    Lawfirm Hoam (Seoul, Korea)
    • Network analyses on medical lawsuit cases in Korea (1960–2023) - Hub cases
    • Network, Complexity, Medical Law
  • 2024-06 – 2025-10
    Research Intern
    Quilt.ai (Boston, MA & NYC, NY)
    • AI applications on Fashion and Narrative making
    • AI, Fashion, Narratives
  • 2025-05 – present
    Assistant Editor/Supporter
    Media art Yeseung Lee’s team (Seoul, Korea)
    • AI coding for data deidentification and related laws
    • Edited artist statements and exhibition texts (Singapore, Seoul Dongdaemun Design Plaza (DDP), National Museum of Modern Art (MMCA) exhibitions)
  • 2025-05 – 2025-12
    Research Intern
    Elroi.ai (Ann Arbor, MI)
    • AI coding for data deidentification and related laws
    • AI, Data privacy
  • 2024-06 – 2024-10
    Intern
    Herring Insights, Inc. (Newton, MA)
    • Cultural difference and analyses - how we can help people
    • Culture, Non-profit, Aid

Intellectual Property

  • Patent
    System and method for evaluating AI output consistency and providing dynamic insurance
    Sole Inventor, #10-2025-0104581, patent pending (Korea)
    • Quantifies AI risks (factuality, logical/semantic consistency, bias) into actuarial metrics.
    • AI Insurance – recompensation for AI hallucination
  • Patent
    Systems and Methods for Temporal Influence Scoring of Judicial Decisions
    Sole Inventor, #10-2025-0166979, patent pending (Korea)
    • Builds a dated, directed legal-citation index; computes influence measures (adoption/impact).
    • Retrieval via structure-weighted rankings and rolling-window alerts that surface pivotal precedents.
  • SW Registrations
    Network dynamics, power-law & inequality study
    Sole Developer, Four (4) registrations
    • Interpreting Social Intent and Behavior: Temporal Dynamics of Network Heatmaps (#035490)
    • Analysis of Social Intentionality: Visualization of Case-law Networks (#035307)
    • Simulation of Behavioral Relationships in Power-law Dynamics using AI (#035489)
    • Inequalities in Human Behavior: A Graph-based and AI Interpretation (#034662)

Projects and Researches Presented

  • 2024 - Present
    Dynamic Network and AI Analysis of Legal Citation Networks (especially medical)
    Presented at EURO 2025 (34th European Conference on Operational Research)
    • Analyzed 86,000+ Supreme Court cases using network and power-law analysis, showing concentrated reliance on landmark precedents.
    • Illustrate how structural citation patterns shape legal & medical decision-making.
  • 2023 - Present
    AI and Human Intuition
    Presented at Helmholtz AI 2025
    • Title: An Experimental Analysis of Intuition and Semantic Reasoning in Linguistic Visualizations by Humans and AI
    • Compared 40+ multilingual participants with GPT-4 on sound-to-shape tasks, revealinghumans’ intuitive mappings vs. AI’s semantic reasoning.
    • Findings support dual-mode cognition, highlighting differences in human and machine decision-making.
  • 2023 - 2025
    Mallapati Score and Medical Endoscopes
    Presented at Helmholtz AI 2025, Spotlight Presentation
    • Title: Multimodal Deep Learnings and Interpretability for Automated Mallampati Scoring and Endoscopy Prediction
    • Results demonstrate scalable, interpretable AI for airway management, highlighting con- trasts between human judgment and standardized decision-making.

Volunteer

Honors and Awards

Skills

  • AI and Data Analytics
    • Statistics & Data analytics
    • Network and complex system analyses
  • Technical Computer Science
    • Java, Python, Julia
    • Applications to Semantics & philosophy

Other Interests

  • Hobbies: Novel Writing, Drawing
  • Outdoor Activites: Rowing, Trekking

References

    • Ms. M. Hallday
    • Mr. S. Baek — Science
    • Ms. D. Viles — Social Studies and Humanities
    • Mr. M. Amoako — AI Strategist
    • Mr. S. Kim — Attorney Law, Partner
    • Mr. C. Bryant