Coursework:Autonomous Vehicles System Engineering, Communication Networks, Parallel Programming, Bioinformatics Seminar

∙ Completed basic training as a qualified infantry rifleman∙ Assigned to the outpost island of Xiju, Matsu∙ Engaged in routine marksmanship, small unit tactics, and physical fitness training

📍Chimei Hospital Medical e-Certificate Platform∙ Coded and deployed the medical document verification website for Taiwan’s leading hospital using Typescript, React, and Docker∙ Enabled a daily user base of 16,000+ people to upload and verify electronic medical documents∙ Architected the service platform’s 4-server VPN environment using OpenVPN and Google Cloud Platform📍IoT Service for Detecting Anomalous Household Energy Consumption Patterns∙ Engineered a cloud-based… Show more 📍Chimei Hospital Medical e-Certificate Platform∙ Coded and deployed the medical document verification website for Taiwan’s leading hospital using Typescript, React, and Docker∙ Enabled a daily user base of 16,000+ people to upload and verify electronic medical documents∙ Architected the service platform’s 4-server VPN environment using OpenVPN and Google Cloud Platform📍IoT Service for Detecting Anomalous Household Energy Consumption Patterns∙ Engineered a cloud-based service with a team of 5 people that leveraged machine learning and rule-based algorithms to detect pattern anomalies in household power consumption∙ Achieved over 90% detection accuracy∙ Helped save energy and detect home accidents for 100+ households∙ Researched, experimented, and proposed a crucial solution that incorporated matrix profiles into the rule-based algorithm, which helped overcome a month-long design rut Show less

∙ Supervised by Dr. Da-Wei Wang, who specializes in medical informatics research📍Antibiotic Resistance Detection Using Ensemble Learning∙ Architectured and coded the preprocessing pipeline for a 2000-feature dataset∙ Utilized said pipeline to preprocess over 160,000 samples of bacteria MALDI-TOF mass spectrometry profiles for ensemble learning∙ Conducted 5+ machine learning experiments including Random Forest and XGBoost to detect antibiotic resistance in a 2,500-sample… Show more ∙ Supervised by Dr. Da-Wei Wang, who specializes in medical informatics research📍Antibiotic Resistance Detection Using Ensemble Learning∙ Architectured and coded the preprocessing pipeline for a 2000-feature dataset∙ Utilized said pipeline to preprocess over 160,000 samples of bacteria MALDI-TOF mass spectrometry profiles for ensemble learning∙ Conducted 5+ machine learning experiments including Random Forest and XGBoost to detect antibiotic resistance in a 2,500-sample Staphylococcus aureus dataset∙ Accurately predicted 88% of antibiotic-resistant samples, a 15% increase compared to the baseline Show less

∙ Managed an annual budget of 1 million TWD (approx. 31,000 USD)∙ Supervised training, accommodation, and travel expenses∙ Organized and presented financial statements to the Student Activities Division each semester