学生 · 研究者 · 设计者 · 全球公民 / Student · Researcher · Designer · Global Citizen

以好奇驱动,以使命成事。Curiosity with Purpose.

我关注技术、社会与可持续发展之间的交汇,以严谨研究和人本设计将复杂议题转化为可验证、可落地、可持续的公共价值。I work at the intersection of technology, society, and sustainability, turning complex questions into measurable public value through research and human-centered design.

探索作品 / Explore Work
开放研究、实习与合作机会 / Open to opportunities
探索作品 / Explore Work
开放研究、实习与合作机会 / Open to opportunities

全球视野 Global Perspective

以跨文化理解回应本地真实问题。Thinking globally, acting locally.

研究导向 Research Driven

以证据、方法与反复验证支撑判断。Rigor before decisions.

以人为本 Human Centered

以同理心、可用性与公平性塑造体验。Designing with empathy.

面向未来 Future Focused

构建长期、可持续、可扩展的解决方案。Sustainable systems for tomorrow.

关于我 / About Me

由好奇出发。
使命校准方向。Driven by curiosity. Guided by purpose.

使命 Mission

我致力于连接研究与真实世界影响,推动跨学科协作、严谨分析、设计伦理与公共创新在同一张桌面上发生。I bridge research and real-world impact through interdisciplinary collaboration, thoughtful design, and ethical innovation.

我是一名关注数据、设计与技术社会影响的本科生。我的工作常常从一个清晰的问题开始,在方法、证据和人的处境之间寻找能够行动的答案。I am an undergraduate student focused on data, design, and the social impact of technology, moving from clear questions toward evidence-based action.

教育背景 / Education

数据科学理学学士 B.S. in Data Science

多伦多大学
预计毕业:2026 年 6 月
辅修:环境与可持续发展University of Toronto · Expected Graduation: June 2026 · Minor in Environment & Sustainability

关键数字 By the Numbers

3+ 年研究经历
Years Research
10+ 完成项目
Projects Completed
8 论文与报告
Articles & Reports
研究 / 项目 / Research & Projects

把复杂问题变成可行动的系统。Turning complex questions into actionable systems.

查看全部项目 / View all projects
研究 / Research

城市数据公平性分析 Urban Data Equity Analysis

融合遥感、人口普查与空间模型,识别热岛暴露背后的基础设施不平等。Spatial analysis of urban heat and infrastructure inequality using remote sensing and census data.

Python GIS 机器学习 / ML
用户体验 / UX

正念学习陪伴应用 Mindful Study Companion

设计一款支持学生专注与情绪复原的移动产品,基于行为研究完成原型验证。A mobile companion that supports focus, reflection, and evidence-based study routines.

Figma 用户研究 / UX Research 原型 / Prototype
数据项目 / Data

全球教育洞察 Global Education Insights

围绕 200+ 国家与地区的可及性、质量与公平指标,搭建可解释分析框架。An explainable analytics framework for education access, quality, and equity across regions.

Python SQL 数据可视化 / Data Viz
社会影响 / Social Impact

STEM 可及性倡议 STEM Access Initiative

与社区机构共创课程和导师机制,为青年学生打开通往 STEM 的路径。Community-based workshops and mentorship programs that expand access to STEM learning.

社区 / Community 领导力 / Leadership
Project Narratives

Four connected studies across data, design, and access.

Research Lab 01

Urban Data Equity Analysis

A research project translating satellite heat signals and neighborhood indicators into evidence for fairer urban climate decisions.

UX Research 02

Mindful Study Companion

A student wellness product concept shaped from interview patterns around focus, anxiety, and study recovery.

Data Systems 03

Global Education Insights

A comparative analytics framework that makes education access, quality, and equity indicators easier to interpret across countries.

Social Impact 04

STEM Access Initiative

A community program connecting underrepresented secondary students with practical workshops, mentors, and confidence-building projects.

经历 / Experience

在研究、产品与公共议题之间持续实践。Practicing across research, product, and public-interest work.

查看完整时间线 / Full timeline

本科研究助理 Undergraduate Research Assistant

Creative Intelligence Lab,多伦多大学

参与人机协同与创造性问题解决研究,负责文献综述、实验设计与行为数据分析。Investigated human-AI collaboration through literature review, study design, and behavioral data analysis.

数据科学实习生 Data Science Intern

EcoMetric Solutions

构建能源消耗预测模型,并将洞察转化为面向可持续顾问团队的内部仪表盘。Built predictive models and dashboards for sustainability consulting teams.

设计研究员 Design Researcher

HealthTech Innovation Hub

开展用户访谈与可用性测试,改进面向老年患者的数字健康服务。Conducted interviews and usability testing to improve digital health services for older patients.

公益组织联合创始人 Co-Founder, NGO

STEM Access Initiative

带领学生团队为资源不足社区提供 STEM 课程与导师支持,推动长期学习参与。Led student teams delivering STEM education and mentorship to underrepresented communities.

政策研究助理 Policy Research Assistant

Centre for Urban Policy

研究住房可负担性与城市韧性政策,为地方利益相关方撰写政策简报。Researched housing affordability and urban resilience policy for local stakeholders.

出版物 / Publications

  • 《理解学生对 AI 辅助方法的信任》 Understanding Student Trust in AI-Aided Methods · CHI 2025
  • 《全球教育系统中的公平与差距》 Equity and Gaps in Global Education Systems · Data Brief, 2024
  • 《多伦多的城市热风险与健康不平等》 Urban Heat and Health Inequities in Toronto · Student Research Journal, 2023

奖项 / Awards

  • 多伦多大学学者奖 / University of Toronto Scholars Award
  • 院长名单,前 10% / Dean's List, Top 10%
  • Hack the North 决赛入围 / Finalist
  • 校长志愿服务奖 / President's Volunteer Service Award
  • 安大略开放数据挑战赛二等奖 / Ontario Open Data Challenge

能力 / Skills

Python R SQL Tableau Figma 用户研究 / UX Research 原型设计 / Prototyping GIS 数据分析 / Data Analysis 统计建模 / Statistics 学术写作 / Academic Writing 演示叙事 / Presentation 项目管理 / PM 领导力 / Leadership
精选作品 / Selected Work

从洞察到原型,再到影响。From insight to prototype, and onward to impact.

查看全部作品 / View all work
研究项目 / Research

海岸洪水风险模型 Coastal Flood Risk Model

模拟海平面变化对弱势海岸社区的长期影响。Simulating sea-level risk for vulnerable coastal communities.

产品思考 / Product

校园导航应用 Campus Navigation App

面向新生与访客的无障碍校园动线体验。Accessible campus routing for students and visitors.

数据可视化 / Data Viz

空气质量探索器 Air Quality Explorer

帮助城市团队比较影响因素与政策情境的交互式仪表盘。An interactive dashboard for comparing urban air-quality drivers.

社会影响 / Social Impact

女生编程工作坊 Girls Who Code Workshops

设计并组织系列工作坊,让更多年轻学生接触代码与设计。Workshops that introduce young students to code and design.

可持续发展 / Sustainability

零浪费挑战 Zero Waste Challenge

通过行为设计让校园样本中的一次性废弃物减少 42%。A behavior-design campaign reducing single-use waste in campus pilots.

我的流程 / My Process

用清晰方法推进不确定问题。A clear method for moving through uncertainty.

发现 Discover

理解问题、利益相关方与真实语境。Understand the problem and context.

分析 Analyze

把证据转化为判断、模型与洞察。Turn evidence into insight.

设计 Design

提出可用、可行且合乎伦理的方案。Prototype feasible, ethical solutions.

验证 Validate

以测试、数据与反馈持续迭代。Test, learn, and iterate.

影响 Impact

交付可被采用、衡量与扩展的成果。Deliver measurable change.

未来属于那些提出更好问题,并构建有意义系统的人。The future belongs to those who ask better questions and build meaningful systems.
林雅庭
保持联系 / Contact

让研究、设计与行动形成合力。Let research, design, and action work together.

我期待围绕合作、研究机会与有公共意义的问题展开深入交流。I welcome conversations about collaboration, research opportunities, and meaningful public-interest problems.