CV
Information
Jin-Zhou Li (李錦州)
Machine learning engineer / Data scientist
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- Email：
JinZhou1225@gmail.com - Webiste: Zhou's Website
About
Currently studying for a master's degree in applied mathematics at Donghua University, specializing in machine learning, data science and statistical theory, and is expected to graduate in 2025 summer. My favorite area within machine learning is supervised learning, good at building predictive models, exploring hidden patterns and correlations in data, and combining my mathematical background to provide efficient and accurate solutions. In the future, I hope to apply what I have learned to cross-field research and practical projects to create value for enterprises.
Work Experience
Teaching | National Dong Hwa University
2020 ~ Studying
- Served as a teaching assistant for many courses such as calculus, statistics, probability theory, programming, etc., hosted on-site teaching in practice classes, wrote answers to each course, and solved students' doubts to guide students in their learning.
- Served as a research assistant, participated in theoretical derivation and wrote technical articles, and was responsible for the design and development of R language algorithms to make the theory practical.
- Serve as computer software and hardware maintenance personnel, responsible for repairing, replacing or repairing; updating computer software and installing various complex mathematical software.
Education
Master of Statistics | National Dong Hwa University
2023/9 ~ Studying
- Mainly focuses on machine learning and statistical theory.
- Finalist in IMBD National Big Data Analytics Competition.
- Equipment general call for the 32nd Southern District Statistics Seminar.
- Postgraduate sharing session and podcast A麥開講 invites lecturers.
- teaching assistant for many courses such as calculus, statistics, probability theory, programming, etc.
Bachelor of Applied Mathematics | National Dong Hwa University
2019/9 ~ 2023/6
- Majored in statistics and was exposed to the fields of pure mathematics and information
- Minored in information engineering.
- AI & Data Science Workshop equipment general call.
- Teaching assistant for many courses such as calculus, statistics, probability theory, etc.
General Education | National Yilan Senior High School
2016/9 ~ 2019/6
- President of the Physics Research Club.
- Excellent work for science exhibition.
- Excellent work of Yuanzhe Science Competition.
Skills
- Data science: machine learning, text mining, visualization recommended system
- Math: probability, statistics, calculus and algorithm
- Coding: R, Python, web crawler, $\LaTeX$
Language Skill
- TOEIC 765 points
- Chinese native speaker
Autobiography
Introduction
Hello, World! My name is Jin-Zhou Li, and I am currently studying a Master's degree in Applied Mathematics with a focus on Statistics at National Dong Hwa University, expected to graduate in June 2025. During my undergraduate years, I majored in Applied Mathematics and minored in Computer Science. I am passionate about mathematics, programming, and data science, with a particular interest in exploring machine learning and statistical theories. I am dedicated to applying these fields to solve real-world problems.
As an INTJ personality type (The Scientist), I excel in planning and executing goals while maintaining a strong curiosity about unknown domains. On my academic journey, I constantly seek interdisciplinary knowledge, striving to connect mathematics, data science, and programming. This not only deepens my understanding of these fields but also broadens my perspective. I am convinced that these areas are interconnected, and building bridges between them is the lifelong mission I aim to pursue.
Professional Skills
I specialize in supervised learning within machine learning and am deeply interested in constructing predictive models. These models serve as universal solutions that can be applied across various scenarios—from forecasting human behavior to predicting economic trends. By uncovering hidden relationships within data and building models to predict new events, I leverage my mathematical background to create efficient and accurate solutions.
I believe mathematics is not an isolated body of knowledge but a bridge connecting multiple disciplines. For instance, delving into $\sum_{i = 1}^{n} i^k$ led me to Faulhaber's Formula, where I designed algorithms to solve this problem. This exploratory process not only enriched my understanding but also enhanced my ability to tackle complex problems.
Additionally, I am passionate about knowledge documentation. During my undergraduate studies, my publicly shared notes were well-regarded by professors, leading to my role as a teaching assistant for calculus courses. I used $\LaTeX$ to create teaching materials and helped students learn effectively. This experience deepened my appreciation for the value of knowledge sharing.
Beyond mathematics, I also maintained computer hardware and software for my department, customized personal websites, and installed RStudio Server on Ubuntu Server. These experiences have honed my skills in independent thinking and problem-solving in both programming and IT domains.
Passion for Learning
I created a personal website to compile my book reviews and academic notes. This website serves as my "second brain" and also helps others grow alongside me. Through this project, I experienced how resources attract more resources, and I came to realize that passion is the driving force behind progress. It motivates me to continually improve and grow. This website is not only a showcase of my learning achievements but also a tangible expression of my commitment to the pursuit and sharing of knowledge.
Future Outlook
Facing academic and practical challenges, I believe that continuous learning and practice are key to self-improvement. In the future, I aspire to integrate my expertise in mathematics, data science, and machine learning to provide innovative solutions for businesses and create value through real-world applications.
Moreover, I look forward to continuously challenging myself in my career—not only by applying my knowledge but also by sharing and collaborating with others. I hope to expand the application of mathematics and data science, making their impact more far-reaching.