Years of academic and project experience in Data Science and Ana
Yuhong WU
Melbourne,Victoria
Summary
Motivated student with strong analytical skills and experience in data collection, cleaning, and interpretation. Effective communicator and collaborator, bringing fresh perspectives and a strong work ethic to team environments. Proven ability to develop and implement operational updates that enhance team organization and employee engagement. Demonstrated success in aligning information technology with business processes to drive results.
Overview
4
4
Work History
Data Analyst
Boston Consulting Group
Shanghai, CHN
01.2025 - 04.2025
- Led the data support work for the market entry strategy project in the consumer electronics industry, collecting multi-dimensional data such as competitor pricing, channels, and user reviews using web scraping techniques; conducted natural language processing using the R tm package to extract consumer pain point keywords and identified differentiated competitive advantages based on quantitative models;
- Built a Monte Carlo simulation model, integrating macroeconomic and historical logistics data using the R Metropolis package to quantify the impact risk of extreme weather on supply chain delivery; the solution was recognized by the client's management;
- Improved the performance of the predictive analysis model using randomForest and glmnet and created interactive visual reports using Tableau to support decision-making;
Financial Accounting Intern
Changchun UP Optotech Co., Ltd.
Changchun, CHN
06.2021 - 09.2021
- Handled financial data statistics and analysis, assisted in the preparation of monthly, quarterly, and annual financial reports, and optimized data management processes using Excel and Python to improve processing efficiency; identified anomalies in financial data and proposed data-driven optimization suggestions to support management decisions;
- Based on historical customer data, built a churn prediction model using logistic regression and random forest; visualized the results using Matplotlib and ggplot2 to provide scientific basis for customer relationship management;
Education
M.D. - Data Science
The University of Melbourne
Melbourne, Australia12.2025
Bachelor of Statistics - Applied Statistics
Jiangxi University of Finance And Economics
Nanchang, CHN06.2022
Skills
- Python and libraries (Pandas, NumPy, Scikit-learn)
- Statistical analysis
- R programming
- Data processing and modeling
- Optimization techniques
- SQL databases (MySQL, PostgreSQL, BigQuery)
- Big data technologies (Spark, Hadoop)
- High-performance computing
- Data visualization tools (Tableau, Matplotlib, ggplot2)
- Cloud platforms (AWS, Google Cloud Platform)
- Containerization and orchestration (Kubernetes, Docker)
- Version control systems (Git, GitHub)
- Interactive notebooks (Jupyter Notebook, Google Colab)
- Programming languages (Java, C)
- Android development
Languages
Chinese (Mandarin)
Native/ Bilingual
English
Professional
Accomplishments
- Provincial Third Prize, Market Research and Data Analysis Competition, Jiangxi, China (2020)
- Second-Class Scholarship, School of Statistics, China (2021)
Affiliations
Member
Women’s Affairs Committee in the university | 10/2018 – 10/2019
- Supported female students’ rights and wellbeing within the faculty
- Helped organize activities that promoted equity and student welfare
Member
Publicity Committee in the university | 10/2018 – 10/2022
- Designed posters and visual materials for faculty events
- Promoted campus events through creative publicity campaigns
Volunteer
Community Volunteer, Local Hospital in China | 2021
- Assisted with order maintenance and logistics during the COVID-19 pandemic
- Supported healthcare workers in maintaining community operations
Volunteer
University Food Distribution Program in China | 2020
- Helped distribute free meals to students during campus events
- Ensured the fair and efficient delivery of food supplies
Timeline
Data Analyst
Boston Consulting Group
01.2025 - 04.2025
Financial Accounting Intern
Changchun UP Optotech Co., Ltd.
06.2021 - 09.2021
M.D. - Data Science
The University of Melbourne
Bachelor of Statistics - Applied Statistics
Jiangxi University of Finance And Economics
PROJECT
Real-time Social Media Sentiment Platform — Backend & API | 08/2024–11/2024
Tech: Python, NLP (VADER), MySQL, REST API, Distributed crawling
- Built distributed crawler + REST APIs; end-to-end latency
- Designed DB schema & pipeline for time-series aggregation; delivered dashboards/notebooks for trends.
Local-Life Merchant Analytics (Alibaba) — Business/Data Analyst | 02/2025–03/2025
Tech: SQL, KPI design, Segmentation, Reporting
- Created multi-dimensional KPI system（business type / users / dishes）+ segmentation models.
- Produced actionable reports & campaigns that improved insights and revenue opportunities for underperforming merchants.
Wildfire Risk Prediction (Victoria, AU) — Data Scientist | 02/2025–10/2025
Tech: R, XGBoost, Feature engineering, Grid search, Tableau
- Built unified gridded dataset (wildfire, meteorology, soil moisture, vegetation).
- Trained XGBoost with targeted FE & tuning; +15% accuracy vs baseline; shipped interactive Tableau map.
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