Brandon Lee

Sophomore at Case Western University Studying computer science. Seeking summer 2025 software engineering internship.

Fubon Bank (Limited Hong Kong) - IT Intern, Central, Hong Kong SAR June 2024 - August 2024

• Lead customer segmentation project using K-Means and K-prototypes clustering machine learning algorithm
  • Researched current literature surrounding these models
  • Designed model specific for bank customer data
  • Used python to write models and tailor data
    • Handled datasets of apx. 10,000 entries
• Worked in a team, presented findings and model updates twice a week in meetings

•  Investigated dynamic branching strategies in convolutional neural networks
  • Documented findings in a detailed and organized manner
  • Presented findings and contributed to the team's collective knowledge base
• Actively participated in the development of code related to dynamic branching in CNNs, Assisted in the testing phase of developed code, ensuring the reliability and efficiency of dynamic branching strategies.

• Helped prepare data to train a machine learning model to find the correlation between follow up appointments and further health issues and design a system to better connect with patients
  • Looked at patients with pulmonary embolisms, lung nodules
• Conducted in-depth analysis of Einstein Hospital medical records, extracting relevant information from patient files and doctors' notes. Cross-referenced patients' symptoms with their follow-up appointment history to identify patterns and potential correlations. 
• Compiled and organized data into a structured spreadsheet for the training of a machine learning algorithm

Pursuing Bachelor of Science for computer science at Case Western Reserve University. Expected graduation May 2027