Ju-Chin Lee

• Owned end-to-end server product execution from discovery to launch, defining success metrics and balancing cost, supply chain, and engineering constraints to support product decisions. • Led cross-functional collaboration across engineering, operations, and customer teams to align priorities, mitigate risks, and deliver on time in a fast-paced environment. • Supported product roadmap and pricing decisions through cost modeling, contributing to a 30% revenue increase.

◦ Leveraged LLMs to perform prompt engineering and apply quantitative approaches for automated extraction of unstructured PDFs, followed by model fine-tuning and efficient analysis of large, complex datasets ◦ Applied optimization techniques, and machine learning methods to analyze extracted data, generating actionable insights that informed sustainability strategies and improved decision-making

◦ Developed an automation tool from scratch using Selenium of Python, reducing process time by over 99% within two months by streamlining repetitive manual tasks ◦ Visualized the Python tools into a user-friendly application with an intuitive interface, allowing all employees to utilize it effortlessly with minimal clicks ◦ Collaborated effectively with non-coding team members, providing guidance, support, and comprehensive documentation to ensure a smooth transition to automated solutions

◦ Collaborated with colleagues using Git and implemented GitLab CI/CD in a project while adding new features to the existing codebase ◦ Evaluated the differences in fees and speed between Vyper and Solidity by writing different smart contracts such as ERC-20 or ERC-721 ◦ Analyzed and presented the emergence of Layer 2 technologies such as Plasma and Rollups, then analyzed different trends and methods in Layer2 development

◦ Developed the company’s official website using WordPress, PHP and CSS to adjust as needed ◦ Designed the content of Code4Marketing podcast channel, and boosted the subscribers by 200 percent