[附简历全文]救救孩子吧, UofT大二找不到实习, 附简历求痛批!!!!!留学
不安的南瓜
EDUCATION
University of Toronto, St. George Campus | Toronto, ON
Honours Bachelor of Science in Statistics and Computer Science (CGPA: 3.91/4.0) | 2024 – Present
- Relevant Courses: Introduction to Statistical Reasoning and Data Science: (99%), Calculus with Proofs: (92%), Introduction to Computer Programming in Python: (95%), Linear Algebra: (100%)
- Academic Achievement: International Scholar Award ($100,000 CAD), Dean's List Scholar
- Extracurricular: Associate of The Quantitative Finance Club, University of Toronto
- Software Proficiency: SQL (Advanced Joins, Subqueries, CTEs), Python (pandas, numpy, machine learning tools including scikit-learn, random forests, decision trees, K-Means Clustering, Principal Component Analysis, basic neural network APIs), Microsoft Office, PowerBI
- Technical Skills: Exploratory Data Analysis, Statistical Modelling, Hypothesis Testing, Data Manipulation & Cleaning
- Soft Skills: Public Speaking (1st place in high school public speaking contest), Debating (Lead winning team in high school), Theatre (Starred as lead actor in high school theater production)
Data Analyst | Independent Digital Creator | Jan 2025 – Aug 2025
- Conducted a strategy-driven analysis on audience engagement data in Google Colab Notebook to guide a digital creator's platform expansion strategy by engineering a robust Python data pipeline to scrape, clean, and process over 3,000 text records
- Identified key content themes and styles driving engagement, as measured by their correlation with consistent audience popularity, by applying unsupervised machine learning through the scikit-learn library (K-Means clustering)
- Guided the client's content expansion strategy, resulting in a clear "low-risk/steady-engagement" vs. "high-risk/high-return" framework, by delivering an actionable report via Github and Substack
- Designed and implemented a new service to compare products based on cost per 30g of protein, as measured by the automation of protein cost calculations, via an interactive, cross-platform web app designed using HTML
- Optimized strategic procurement by implementing a CSV export feature for offline analysis and enhanced user convenience by using local storage to retain entries, all within a responsive desktop/mobile interface
Data Analytics Product Developer | Social Support Organization | May 2024 – Aug 2025
Impact of Social Well-being on Disordered Eating Behaviours | Nov 2024 – Feb 2025
- Analyzed the correlation between social well-being indicators and disordered eating behaviors, resulting in a statistical model of associations between survey variables and health outcomes, by scraping and cleaning data using pandas as well as statistical modelling and regression visualization using statsmodels and seaborn in Python
- Delivered a comprehensive formal statistical poster, as measured by participation in the Canadian International Statistical Literacy Project Competition, by designing the layout and visualizations using Canva
- Data Analyst Associate in PostgreSQL Certification | DataCamp
- Excel Skills for Business: Essentials | Macquarie University
救救孩子吧, 已经躯体化了,
学了个昏天暗地累死累活有个屁用,
一天到晚微积分实分析那个证明题死磕磕得气血竭尽昼夜颠倒有个屁用,
到最后还是找不到工作, 赚不到半点碎两银子,
听中介的鬼话来UTSG数统,
把数学浪漫化理想化认认真真硬刚刚到吐血,
最后基本经济自立都成问题,
burnout精神崩溃, 无能狂怒, 阴暗扭曲, 流落街头当homeless尖叫发疯......
我只想找个工作好好活着啊, 放过孩子吧
okk夸张了 😂没那么严重 😂现在就不知道是该去
1. 加深PowerBI (还没正儿八经学过), 再练练SQL, Python (LeetCode), 然后投DA类型的岗位, 以及这样的话要不要做相关的project, 怎么做
2. 自学机器学习 (Coursera OR Hands on ML), 做机器学习project, 投Quant/MLE实习
3. 认认真真上课, 保GPA(已经在掉了, 上学期状态太差, STA257考了78❗, 最后结束3.81), 随心顺其自然找RA, 然后看情况读研或找entry level, 暑假就做tutor
求求过来人给个建议吧, 这一届真的好难
以及做TA真的对以后找工作有帮助吗😭😭😭
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