• Technical stacks: React.js, TypeScript, Express.js, Next.js, MongoDB• Integrated the new system API into the current system architecture and workflow• Designed and modified the system architecture as needed when receiving and processing based on customer requests• To enhance user experience, improved the mobile layout for better user-friendliness.

• Used PySpark to perform data pre-processing on large-scale (> 30B records) patient Electronic Health Records (EHRs)• Designed uniform structure of complex medical history to facilitate query and data manipulation on medical records• Developed IO on S3 and HDFS in Python to provide access for deep learning model training on EHR• Implemented PyTorch data loader for training Large Language Model (LLM) on EHR dataset residing on S3 and HDFS

• Performed data pre-processing with Pandas on structured patient medical data• Used Scikit-Learn to implement machine learning models to perform retina disease treatment outcome prediction• Deployed Logistic Regression, Support Vector Machine, Decision Tree, and Random Forest to perform prediction task• Generated visualization on prediction outcome with Python Matplotlib and Seaborn

• Collaborated with the technical company to enhance the website design, and set up the company internet system with Cisco and ERP system• Applied technical expertise to design and develop customized Salesforce solutions following business requirements• Provided technical support for customer relationship management, events, fundraising, and membership, and helped customers find customized products that fit their requirement• Partnered with the business units to identify data quality and data integrity issues and implemented solutions to improve data• Developed standard database reports and customized reports based on the SQL Servers• Arranged detailed cargo shipping schedules, outlining all relevant logistics and timelines• Guided new employees and provided assistance with any issues they encountered

• Engaged students in their learning interests, maintaining motivation and fostering understanding of what they were learning• Listened attentively to students' questions and reasoning challenges, strategizing optimal ways to enhance their understanding • Led multiple students to gain admission to the top high school in Kaohsiung, Taiwan• Prepared students for the Olympic Math Competition by guiding them to explore solutions independently rather than providing direct answers

• Managed a school team on a prestigious to prepare for a high-level math competition• Skillfully designed a diverse array of practice questions tailored to mirror competition formats, ensuring comprehensive student preparation• Successfully led the team to achieve an impressive top 10% ranking on a global scale