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
Dynamic Branching Research Team- Research Volunteer, Cleveland, OH
October 2023 - October 2024
- 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.
Jefferson Einstein Hospital / RadAI - Research Volunteer, Philadelphia, PA
June 2022 - July 2022
- 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
