Professional portrait of Evelyn Zhang

Evelyn (Yawen) Zhang

SQL · Python · Machine Learning · NLP · LLMs · Optimization

About Me

I am a Master of Management in Analytics student at McGill University with experience in financial analysis, applied research, machine learning, optimization, and data-driven decision support. I am interested in using financial reasoning, statistical analysis, and technology to solve practical business problems and translate complex data into clear, decision-ready insights.

Education

Master of Management in Analytics

Jul 2026 – Present

McGill University — Desautels Faculty of Management · Montreal, QC

Bachelor of Commerce

Aug 2023 – May 2026

McGill University — Business Analytics and Finance · Montreal, QC

GPA: 3.87/4.00; Robert Bruce Scholarship (2025); Dean's Honour List.
Relevant Coursework: Probability, Business Statistics, Data Handling and Coding for Analytics, and Optimization.

Exchange Program

Jan 2025 – May 2025

Nanyang Technological University — Nanyang Business School · Singapore

Exchange GPA: 4.72/5.00.

Experience

Research Assistant — Prof. Han

Mar 2026 – Present

McGill University · Montreal, QC

Clean and analyze AI-generated conversations and survey responses in Python, apply structured coding and reliability checks, and support text-based measures for statistical analysis.

Group Insurance Business Intern

May 2026 – Jun 2026

CITIC-Prudential Life Insurance Company Limited · Tianjin, China

Built Excel reimbursement ledgers and reconciled five years of enrollment records, flagging discrepancies, employee changes, and missing supporting materials.

Undergraduate Research Assistant — Prof. Zavosh

Sep 2025 – Mar 2026

McGill University — Integrated Management Student Fellowship · Montreal, QC

Studied corporate acquisitions, capital allocation, and managerial incentives, and standardized executive-level data collected from company filings and regulatory sources.

NLP · Finance

Financial Sentiment Analysis

Compared LSTM, attention, and Transformer-based models for financial-text sentiment classification.

View on GitHub →
Optimization · Gurobi

Best Timetable Generator

Built an optimization tool that generates conflict-free schedules from timetable data and student preferences.

View on GitHub →
Predictive Analytics

Airbnb Pricing Analysis

Evaluated regression, tree-based, and boosting models to identify key drivers of short-term rental prices.

Data Engineering · Markets

Reddit & Bitcoin Analysis

Combined Reddit sentiment with market data to study relationships with short-term Bitcoin returns.

Machine Learning

Kickstarter Success Analysis

Developed a launch-time classification model and used clustering to identify distinct project profiles.

Finance · Strategy

PwC Integration Project

Analyzed market, competitive, and cultural factors and developed strategic integration recommendations.

Skills

Programming

Python, SQL

Libraries & Tools

Pandas, NumPy, PyTorch, NLTK, Matplotlib, Excel, Gurobi

Analytics

Statistical Modeling, Machine Learning, Regression, Classification, NLP, Optimization

Languages

Mandarin (Native), English (Fluent), French (Intermediate)

Contact

I am interested in opportunities across finance, business analytics, and data analytics.

Email: yawen0923qwq@gmail.com

Phone: 514-806-0923

LinkedIn: View profile

GitHub: EvaXZhang