Hello, I'm Wangying Zhang

Statistics Student & Data Scientist
Turning numbers into stories, data into decisions
Passionate about Machine Learning, Quantitative Finance, and Data Analytics

Wangying Zhang
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01 About Me

Hi there! 👋 I'm Wangying, a curious mind currently pursuing my Bachelor of Science in Statistics at the University of Nottingham, UK. What excites me most? Transforming raw data into meaningful stories that drive real-world impact.

My journey began with a simple fascination: how can numbers tell us stories we've never heard before? This curiosity led me to dive deep into the world of statistics, machine learning, and quantitative finance. Whether I'm building predictive models for financial markets or analyzing user behavior patterns, I love the moment when data suddenly "clicks" and reveals something unexpected.

When I'm not coding or crunching numbers, you'll find me practicing yoga 🧘, bird watching 🐦, kayaking on calm waters 🛶, or getting my hands dirty with pottery 🏺. These activities remind me that balance and creativity are just as important as analytical rigor.

I believe that the best data scientists are those who can bridge the gap between complex algorithms and human understanding. That's why I'm always eager to collaborate, learn, and share knowledge with others who are passionate about making data work for good.

2
Internship Experiences
2
Research Experiences
3
Project Experiences

Let's Connect! 💬

I'm always excited to discuss data science, research opportunities, or just chat about the latest in ML and quantitative finance. Don't hesitate to reach out!

📧
zhangwangying663@gmail.com
I usually respond within 24 hours
📍
Beeston, Nottinghamshire, NG9 2LP
England, United Kingdom
Currently based in the UK, open to remote opportunities

02 Education

Bachelor of Science in Statistics

Sept. 2022 - Jul. 2026
University of Nottingham
School of Mathematical Sciences, Nottingham, UK
University of Nottingham Ningbo China
School of Mathematical Sciences, Ningbo, China
GPA: 4.0/4.0 ⭐

My journey at Nottingham has been transformative. From learning the fundamentals of probability to applying machine learning in real-world projects, every course has shaped my understanding of how data can solve complex problems. The dual-campus experience (UK and China) has given me a unique global perspective on statistics and data science.

Core Courses

These courses have been the foundation of my data science journey. Each one has contributed to my understanding of how mathematical principles can be applied to solve real-world challenges.

Statistics
The art of making sense of data
Probability
Understanding uncertainty
Linear Algebra
Vector spaces and transformations
Calculus
The mathematics of change
Optimization
Finding the best solutions
Stochastic Models
Modeling randomness
Mathematical Modeling
Translating reality into math
Scientific Computation
Computational problem solving
Differential Equations
Modeling dynamic systems
Management Science
Data-driven decision making

03 Experience

Professional Experience

🚗

Data Product Intern

Shanghai NIO Automobile Co., Ltd.
June - Sept. 2025

Working at NIO was an incredible experience where I got to see how data transforms the automotive industry. Every day felt like solving a puzzle!

  • Enhanced digital cockpit telemetry by integrating 400+ embedded CAN signal points - it was fascinating to see how every button press, every turn, tells a story about user behavior
  • Developed interactive dashboards (Power BI, SQL) that made complex data accessible to product teams. The best part? Seeing our 8% UX satisfaction improvement translate into happier customers
  • Supported building a vehicle lifecycle ROI platform - learned so much about how data pipelines can drive product decisions in real-time
🏦

Data Analyst Intern

Jiaxing Branch of Agricultural Bank of China
Dec. 2023 - Mar. 2024

My first deep dive into financial analytics! This internship taught me how data science can make banking safer and more efficient for everyone.

  • Built a 12-indicator risk monitoring system - watching patterns emerge from loan data was like detective work. Each metric told part of a bigger story
  • Designed credit score models using logistic regression and random forest. The moment we achieved that 1.8% reduction in non-performing loans was incredibly rewarding - it meant real impact!
  • Automated data pipelines (SQL + Tableau) that saved hours of manual work. Seeing the team's 15% efficiency boost made me realize the power of well-designed systems
🎯

Campus Ambassador & Event Organizer

Deloitte Club
June 2024 - June 2025

This role combined my love for data with my passion for connecting people. Organizing events and building community taught me that analytics and human connection go hand in hand!

  • Organized 5 campus recruitment and case competition events with 700+ attendees. The energy in those rooms was electric! Using feedback analytics, we achieved a 30% engagement improvement - data-driven event planning at its best
  • Managed a 300+ member online community. It was amazing to see how data insights helped us create better experiences and stronger connections
  • Bridged communication between Deloitte HR and students - turning conversations into actionable recruitment strategies. This role showed me how data can humanize business decisions

Project Experience

💤

Sleep-Aid Mini-App Developer

Personal Project - Java Development
Personal Project

A passion project that combines my love for mobile development with practical health solutions. Building this app taught me the importance of user-centered design and seamless data integration.

  • Developed a comprehensive sleep-aid mini-app using Java, integrating sleep music streaming, smart bedtime reminders, and sleep quality analysis
  • Built multi-module features including personalized music playlists, sleep habit tracking with data visualization, and AI-powered sleep suggestion generation
  • Implemented robust data handling: user data storage, real-time audio playback, and cross-device synchronization. The codebase covers frontend UI, backend logic, and third-party API integrations
🌱

Sustainable Development Evaluation Model

Academic Research Project - MATLAB
Academic Project

This project was a perfect blend of environmental science and mathematical modeling. It showed me how data science can contribute to sustainable decision-making on a regional scale.

  • Built a multi-dimensional sustainable development evaluation model using MATLAB, integrating data on economic growth, resource consumption, and ecological environment
  • Implemented system dynamics modules to couple subsystem correlations and used particle swarm optimization to solve optimal development paths
  • Enabled dynamic simulation under different policy scenarios, outputting indicator prediction curves and coordinated development coefficients to provide quantitative support for regional sustainable decision-making
🎨

Traditional Chinese Culture Web Projects

Personal Project - Frontend Development
Personal Project

Combining my cultural heritage with modern web technologies! These projects were a joy to build and allowed me to explore creative ways to make traditional culture accessible to digital audiences.

  • Developed a series of interactive web projects using JavaScript, TypeScript, Dart, HTML, and CSS to promote traditional Chinese culture through modern front-end technologies
  • Created an intangible cultural heritage digital exhibition hall featuring CSS-based 3D immersive navigation with audio guides
  • Built an ancient poetry platform integrating tonal pattern detection with ink-wash visual effects, a festival customs experience with Canvas-animated scenes and interactive unlock mechanics
  • Developed a Chinese character evolution tool using SVG animations with etymological explanations, and an interactive palace architecture explorer with dynamic structural decomposition and historical background displays

04 Research Experience

📊

Research Assistant

Algorithm-Driven Alpha Factor Mining for Adaptive Quantitative Finance Project
May - Sept. 2025

Quantitative finance meets machine learning! This project was a dream come true - combining my love for algorithms with financial markets.

  • Applied Random Forest and XGBoost algorithms to discover hidden patterns in multi-market datasets. Watching the models learn from volatility, momentum, and liquidity signals was mesmerizing
  • Used SHAP interpretability analysis to understand what really drives market behavior. That 0.3 Sharpe ratio improvement wasn't just a number - it validated our approach to explainable AI in finance
  • Designed a multi-factor alpha pipeline with ML-driven drift monitoring. Building systems that adapt to changing markets taught me the importance of robust, flexible architectures
🤝

AI for Social Good Fellow

ABC Consulting Society Digital Innovation Lab
Jan. - Oct. 2025

This project holds a special place in my heart. Using AI to help people with rare diseases - this is why I do what I do.

  • Collaborated with an incredible cross-disciplinary team of doctors, researchers, and engineers. Building an AI system for rare disease diagnosis showed me how technology can truly change lives
  • Conducted global data synthesis from medical literature across EU and US. Reading thousands of clinical reports, I learned that behind every data point is a person's story
  • Explored the beautiful intersection of data-driven healthcare and social impact. Working in under-researched disease domains reminded me that data science isn't just about algorithms - it's about making a difference
🤖

Research Assistant

Applications of Large Language Models in Real-Time Trading Systems Project
May - Sept. 2024

My first taste of combining NLP with financial markets! This project was challenging, exciting, and ultimately led to my first published paper.

  • Collected and cleaned 23,000+ cryptocurrency news items - hours of web scraping taught me patience and the importance of clean data. Every news article became a piece of the puzzle
  • Integrated LSTM networks with LLM sentiment analysis. The moment we saw that +18% profit factor was unforgettable - it proved that combining different AI approaches can create something powerful
  • Built an end-to-end real-time trading system on Binance API. Seeing algorithms make decisions in milliseconds was thrilling! Plus, co-authoring my first IEEE paper was a milestone I'll always remember

05 Skills & More

Technical Skills

Python R SQL Java JavaScript TypeScript C# Go Swift Ruby Lua Dart HTML/CSS MATLAB Tableau Power BI PyTorch Scikit-learn TensorFlow LSTM SHAP LaTeX

Languages

English Fluent
Mandarin Native

Beyond the Code

When I'm not analyzing data or building models, I find balance and inspiration in activities that connect me with nature and creativity. These hobbies remind me that the best insights often come when we step away from the screen and engage with the world around us.

🧘
Yoga
Finding balance and mindfulness
🐦
Bird Watching
Observing patterns in nature
🛶
Kayaking
Peaceful moments on water
🏺
Pottery
Creating with my hands

Certifications & Honors

🏆
Technological Innovation and Entrepreneurship Competition Provincial First Prize
🤝
A Better Community Public Welfare Consultation Association Member
💼
Deloitte Club Campus Ambassador
🌟
YEAction Youth Association Member