Yuquan (Freddie) Hong Email & Phone Number

Los Angeles, Ca, Us

Fountain Valley, California, United States

Worked on projects involving data mining, process automation, optimization, and application development, collaborating closely with cross-functional teams to enhance data-driven decision-making and overall performance.• Developed standalone web scraping and data mining applications using Python, BeautifulSoup, Scrapy, and Selenium to automate competitor data extraction and dynamically scrape product details. Integrated graphical user interfaces with Tkinter for real-time data scraping and updates, and implemented logging for error tracking and debugging.• Automated complex data processing pipelines using Pandas for data cleaning and transformation of large datasets. Leveraged VBA to automate repetitive tasks and validate data, and created interactive dashboards in PowerBI, providing real-time insights and actionable data for the Financial Analyst group.• Designed and implemented a 3D bin-packing optimization web app for the Industrial Engineering team, utilizing Flask for the backend and core optimization algorithms (Greedy Algorithm and Biased Random-Key Genetic Algorithm) to optimize spatial arrangements. Developed a React.js front-end with dynamic user interaction and real-time 3D visualization, ensuring optimal box orientation, pallet space utilization, and compliance with stability and label visibility requirements.

Bachelor Of Science - Bs, Computational Mathematics

High School Diploma