Full scholarship at Rensselaer Polytechnic Institute. Served as a Teaching Assistant for the Web Development course, leading and mentoring 57 students in labs, homework, and class projects.

• Designed visual dashboard features for both internal admins and clients using TypeScript, React, Tailwind CSS, and Recharts.• Implemented the algorithm for calculating the running cost for each transaction in the billing system. Sent the result in real-time with AWS EventBridge and stored the cost data in MongoDB.• Implemented Gateway Server using NodeJS, AWS EC2 following Open Charge Point Protocol, which allowed central system to communicate with hardware of Electric Vehicle Charging Stations.• Planned the management tool website service, which enabled clients to manage the charging stations installed at their place. Also responsible for writing the 20+ unit tests using the Jest framework.• Created 20+ central system APIs using a serverless architecture with AWS lambda functions, GraphQL, and its infrastructure is deployed by Amazon Web Services Cloud Development Kit.

• Built a generator of abstraction-based summaries on traditional Chinese articles/news using the GPT-2 model.• Achieved a 30% higher accuracy score compared to other NLP models, including Google T-5 and Bert.• Fine-tuned the GPT-2 model with one million news texts using PyTorch.• Wrapped the model into RESTful API using Flask framework, enabling cross-functional teams to createprototype products, while API testing with Postman ensured integration.

• Responsible for product management for new credit cards released in 2021, and preparing the credit card inventory report.• Manage credit card marketing campaign and update DBS official website content and website design.• Collect customer’s feedback, coordinate the content of activities, and draw up contracts with manufacturers• Responsible for testing new bank APP that has not been launched, maintaining test results files, and reporting them to department heads on a regular basis.• On behalf of the department to participate in AWS AI DeepRacer competition and became a finalist in Taiwan.

• Collate, clean, and visualize data to yield the weekly report.• Analyze the selling data to track the retail market in Taiwan.• Analyze the seasonal data to give strategic suggestions to improve revenue.• Optimize demand & supply of Nike product quantities in Taiwan market.• Prepare slide of data report and present to team’s supervisor.

• Enhance and digitalize Top SKU management project program, which is implemented by Nike retail stores.• Conduct consumers surveys program with GfK research company.• Market visit to supervise retailers of Nike and gain feedback from the store manager.• Analyze the data of Nike’s top doors.