伍彦霖的个人照片

计算机科学大四在读 Senior Computer Science Student

专注于产品设计与数据分析,致力于用技术创造价值 Focused on Product Management & Data Analytics, Creating Value Through Technology

产品管理 · 数据分析 · 用户体验 Product Management · Data Analytics · User Experience

关于我 About Me

我是纽约大学阿布扎比分校大三在读学生,主修计算机科学,辅修应用数学和经济学。我对产品管理和数据分析充满热情,擅长通过数据洞察用户需求,并设计出高效的产品解决方案。未来,我希望在科技公司担任产品经理或数据分析师,推动创新和业务增长。

I am a junior student at New York University Abu Dhabi, majoring in Computer Science with minors in Applied Mathematics and Economics. I am passionate about Product Management and Data Analytics, skilled at understanding user needs through data insights and designing efficient product solutions. In the future, I aspire to work as a Product Manager or Data Analyst in tech companies, driving innovation and business growth.

技能专长 Skills

数据分析工具 Data Analytics Tools

  • Python
  • SQL
  • Tableau
  • Excel

产品管理工具 Product Management Tools

  • Jira
  • Trello
  • Figma

其他技能 Other Skills

  • 沟通能力 Communication
  • 团队协作 Team Collaboration
  • 项目管理 Project Management

学业经历 Education

纽约大学阿布扎比分校 New York University Abu Dhabi

计算机科学学士,辅修应用数学和经济学 B.S. in Computer Science, Minors in Applied Mathematics and Economics

预计毕业时间:2026年5月 Expected Graduation: May 2026

核心课程与收获 Core Courses & Learnings

应用机器学习 Applied Machine Learning

在这门课程中,我学习了机器学习的基本概念和算法,包括监督学习、无监督学习和强化学习。通过实践项目,我掌握了如何使用Python中的Scikit-learn和TensorFlow等工具来构建和优化模型,并应用于实际问题,如分类、回归和聚类。 In this course, I learned fundamental concepts and algorithms in machine learning, including supervised learning, unsupervised learning, and reinforcement learning. Through practical projects, I mastered using tools like Scikit-learn and TensorFlow in Python to build and optimize models for real-world problems such as classification, regression, and clustering.

软件工程 Software Engineering

这门课程涵盖了软件开发生命周期的各个阶段,包括需求分析、设计、编码、测试和维护。我学习了如何使用敏捷开发方法和工具(如Git和Jira)来管理项目,并通过团队合作完成了一个完整的软件项目,提升了我的编程和项目管理能力。 This course covered all phases of the software development lifecycle, including requirements analysis, design, coding, testing, and maintenance. I learned how to use agile development methods and tools (such as Git and Jira) for project management, and completed a full software project through teamwork, enhancing my programming and project management skills.

概率与统计 Probability & Statistics

这门课程重点讲解了概率论和统计推断的基本原理。我学习了如何应用概率分布、假设检验和回归分析来解决实际问题,并通过使用R和Python进行数据分析,提升了我的统计建模能力。 This course focused on the fundamental principles of probability theory and statistical inference. I learned how to apply probability distributions, hypothesis testing, and regression analysis to solve practical problems, and enhanced my statistical modeling skills through data analysis using R and Python.

线性代数 Linear Algebra

在这门课程中,我学习了向量空间、矩阵运算、特征值和特征向量等线性代数的核心概念。这些知识为我在机器学习、数据分析和计算机图形学等领域打下了坚实的数学基础。 In this course, I studied core concepts of linear algebra including vector spaces, matrix operations, eigenvalues, and eigenvectors. This knowledge built a solid mathematical foundation for my work in machine learning, data analysis, and computer graphics.

算法 Algorithms

在这门课程中,我学习了经典算法设计和分析技术,包括分治法、动态规划和贪心算法。通过编程作业和项目,我掌握了如何高效地解决计算问题,并理解了算法的时间复杂度和空间复杂度分析。 In this course, I learned classic algorithm design and analysis techniques, including divide-and-conquer, dynamic programming, and greedy algorithms. Through programming assignments and projects, I mastered efficient problem-solving methods and understood time and space complexity analysis.

数据管理与分析 Data Management & Analytics

这门课程重点介绍了数据管理的基本概念和技术,特别是SQL语言的应用。我学习了如何设计和管理关系数据库,执行复杂的查询操作,并通过实际项目掌握了数据清洗、转换和分析的流程。此外,我还学习了如何使用Python和Pandas进行数据处理和可视化。 This course introduced fundamental concepts and techniques in data management, especially SQL applications. I learned how to design and manage relational databases, execute complex queries, and mastered data cleaning, transformation, and analysis processes through practical projects. Additionally, I learned data processing and visualization using Python and Pandas.

高级投资 Advanced Investment

这门课程结合了金融理论与实际应用,涵盖股票、债券和基金的投资分析。我学习了固定收益工具定价、利率风险对冲、资产定价理论(如CAPM、APT)以及实证资产定价方法(如Fama-MacBeth回归)。通过数据分析项目,我掌握了投资决策的核心工具,并为投资银行面试做好了准备。 This course combined financial theory with practical applications, covering investment analysis of stocks, bonds, and funds. I studied fixed income instrument pricing, interest rate risk hedging, asset pricing theories (such as CAPM, APT), and empirical asset pricing methods (such as Fama-MacBeth regression). Through data analysis projects, I mastered core tools for investment decision-making and prepared for investment banking interviews.

科研与比赛经历 Research & Competition Experience

具身人工智能与机器人实验室 Embodied AI & Robotics Lab

研究助理 Research Assistant

2024年5月 - 至今 May 2024 - Present

纽约大学阿布扎比分校 NYU Abu Dhabi

研究内容 Research Focus

  • 收集并处理了13种手语数据集,用于双向手语翻译 Collected and processed sign language datasets in 13 languages for bidirectional sign language translation
  • 使用YouTube API和基于Python的自动化工具,从YouTube上收集了约2000个手语视频。这个GitHub仓库 展示了一个下载ASL(美国手语)视频的实例代码。 Collected approximately 2000 sign language videos from YouTube using YouTube API and Python-based automation tools. This GitHub repository demonstrates example code for downloading ASL (American Sign Language) videos.

Jane Street 实时市场数据预测 Jane Street Market Data Prediction

Kaggle(全球) Kaggle (Global)

团队成员,分析师 Team Member, Analyst

2024年10月 - 2024年1月7日 October 2024 - January 7, 2024

在全球3713支队伍中排名前4%(第143名),获得银牌 Ranked top 4% (143rd) among 3,713 global teams, earned Silver Medal

主要成果 Key Achievements

  • 分析了包含47,127,338行样本的大规模数据集,涵盖1,699个交易日(超过四年半)的市场数据。数据集包含79个特征,代表不同金融指标。这个GitHub仓库 包含了完整的代码实现,包括特征工程、模型训练和优化过程。 Analyzed a large-scale dataset containing 47,127,338 samples across 1,699 trading days (over 4.5 years). The dataset includes 79 features representing various financial indicators. This GitHub repository contains the complete code implementation, including feature engineering, model training, and optimization process.
  • 应用K折交叉验证并优化LGBM模型,将预测准确率提高了10% Applied K-fold cross-validation and optimized LGBM model, improving prediction accuracy by 10%
  • 通过超参数调优和稳健验证,将预测得分从0.0096提升至0.0083 Enhanced prediction score from 0.0096 to 0.0083 through hyperparameter tuning and robust validation

校园经历 Campus Experience

2025年中海湾论坛 China-Gulf Forum 2025

技术与创新团队助理 Technology & Innovation Team Assistant

2024年12月 - 至今 December 2024 - Present

  • 领导网站的设计、开发和维护,使网页访问量提升了60%。查看论坛官网 Led website design, development, and maintenance, increasing web traffic by 60%. View the forum website
  • 协调了关于可持续智慧城市和空间技术的讨论,促进中国与海湾地区的合作 Coordinated discussions on sustainable smart cities and space technology, fostering collaboration between China and the Gulf region
  • 邀请关键演讲者,推动关于机遇和挑战的包容性讨论 Invited key speakers and facilitated inclusive discussions on opportunities and challenges

Unix Lab, NYUAD Unix Lab, NYUAD

计算机科学导师 Computer Science Tutor

2025年春季 Spring 2025

  • 提供关于Conda、Docker、IDE和虚拟环境设置的实践指导 Provided hands-on guidance on Conda, Docker, IDE, and virtual environment setup
  • 支持学生在算法设计和编码技术方面的学习,提升问题解决能力 Supported students in algorithm design and coding techniques, enhancing problem-solving abilities
  • 设计和举办了关于算法、数据管理与分析以及Python编程的研讨会 Designed and conducted workshops on algorithms, data management & analysis, and Python programming

实习经历 Internship Experience

NYU 科技创业工作坊 NYU Technology Venture Program

Chatsign 市场营销经理 Marketing Manager at Chatsign

2024年夏季 Summer 2024

  • 通过完成创业和市场验证的强化培训,获得了TVP科技创业工作坊证书 Earned TVP Technology Venture Workshop Certificate through intensive entrepreneurship and market validation training
  • 进行了市场分析,并采访了40名聋哑人士,包括中国聋人协会负责人,以完善初创公司的价值主张,更好地满足聋哑社区的需求 Conducted market analysis and interviewed 40 deaf individuals, including the head of China Association of the Deaf, to refine startup's value proposition and better serve the deaf community
  • 与创业学院创始人兼执行董事合作,探索知识产权保护策略 Collaborated with the Entrepreneurship Institute's founder and executive director to explore IP protection strategies

NYUAD 具身人工智能与机器人实验室 NYUAD Embodied AI & Robotics Lab

数据分析与用户拓展专员 Data Analytics & Customer Outreach Specialist

2024年5月 - 2025年1月 May 2024 - January 2025

  • 客户调研与产品优化:主导用户调研工作,深入中国聋哑社区,进行了超过20次访谈,了解聋哑人士的实际需求和使用习惯。通过细致的调研和分析,为ChatSign的设计和功能优化提供了关键见解,确保产品能够更好地满足目标用户的需求 Customer Research & Product Optimization: Led user research initiatives, conducting over 20 interviews within the Chinese deaf community to understand their needs and usage habits. Provided key insights for ChatSign's design and functionality optimization through detailed research and analysis
  • 社交媒体与市场推广:扩展了ChatSign的社交媒体影响力,通过市场调研和用户反馈,制定了有效的推广策略,提升了项目在阿布扎比和目标社区的知名度 Social Media & Marketing: Expanded ChatSign's social media presence, developed effective promotion strategies through market research and user feedback, increasing project visibility in Abu Dhabi and target communities
  • 创业与项目孵化:积极参与创业活动,为SAIMA和ChatSign项目撰写了Ma'an社会孵化器的申请材料,并成功帮助ChatSign入选。参加了I-Corps创业工作坊,深入学习了创业开发流程 Entrepreneurship & Project Incubation: Actively participated in startup activities, wrote Ma'an Social Incubator application materials for SAIMA and ChatSign projects, successfully helping ChatSign get selected. Participated in I-Corps entrepreneurship workshop to learn startup development processes
  • 商业计划与竞赛:与团队成员合作,为SAIMA项目撰写了阿布扎比卫生局(DoH)竞赛的提案和商业画布,展示了在技术开发和商业规划方面的综合能力 Business Planning & Competition: Collaborated with team members to write competition proposals and business canvas for SAIMA project for Abu Dhabi Department of Health (DoH), demonstrating comprehensive capabilities in technical development and business planning