Shulin Liu

Implement and design delivery software using PHP, JavaScript, CSS and MySQL. Support for mobile device access and secure a responsive design for the website across various devices, delivering a consistent user experience. Repair 10+ bugs in front-end and back-end codebases, build over three significant updates and monitor server status to prevent overload and security breaches. Test the ranking of Mobil products in keyword searches and perform competitor analysis using SEMrush. Increase daily sales by 20% and expand five countries as sales regions.

Collected vast amounts of data related to financial markets, including stock prices, interest rates, and economic indicators. Organized the data using MATLAB and employed machine learning and artificial intelligence techniques to construct predictive models. Assisted in the development of quantitative trading systems by using Python to write programs for trade decision-making, risk management, and order execution. Enhanced automated trading algorithms, resulting in a trading strategy execution accuracy that was 80% higher, with an average waiting time of under 2 minutes.

Instructed students in the Java and Python programming languages about how to write code and comprehend syntax and structure. Trained students to debug code and respond to technical problems using Visual Studio. Collaborated with student-operated Python to develop a fitness tracking program that counts calories burned, creates workout plans, and provides health advice based on changes in data.

On average, the sports department of the student union in the college organizes departmental activities once or twice a month, including publicity work, recording competition content and summary, communication on venue and time, and cooperation in organizing activities for a school sports meet.

During my time working in the school's administrative office, I assisted teachers once a week in organizing student information, categorizing it, and contacting students for revisions if there were any issues.

Complete the graduation project by researching the content:

Investigated challenges related to trajectory retrieval, trajectory classification, and anomaly detection within spatiotemporal

trajectory data and employed neural metric learning techniques to develop, implement, and evaluate the efficiency and speed

of trajectory similarity metric methods.

Researched Euclidean distance, dynamic time warping, editing distance and minimum bounding rectangle and categorized

them into trajectory point-based and trajectory segment-based similarity metrics.

Simplified data processing using embedded trajectory vectors to achieve the goal of saving time and space; applied neural

metric learning with memory capability to classify the trajectories for computational purposes.

Visualized each experimental setup and predicted results and showed formulas and the reasons for errors in the report.

Presented the concept of the Prim algorithm and provided a detailed implementation based on the minimum spanning tree.

Kruskal summarized the advantages and disadvantages of the Prim algorithm for the minimum-spanning tree.

Indicated that the Prim algorithm is more suitable for dense graphs and figured out the impact of Kruskal and Prim algorithms

running medium-density connected graphs running time difference.

Optimized Prim algorithm by designing specialized data structures for vertices and adjacency matrices for networks for

higher efficiency in generating minimum spanning trees.

Added code algorithmic processes that are enhanced to increase the parallelism of consecutive operations to reduce response

time.

I am eager to explore the diverse roles within the field of computing, gaining insights into different job responsibilities. My goal is to contribute to team collaboration and efficiency within the company. I excel at learning, mimicking, and summarizing frameworks, allowing me to quickly adapt to new environments and tasks. With a strong ability to analyze and integrate information, I strive to enhance my skills while supporting collective success in a dynamic workplace.