Professional Experience
2022.2 ~ 2022.5
Data Analyst
- Assisted FunNow in analysis the post-pandemic development strategy for food delivery and takeaway services.
- Helped strike a 30% higher cooperation rate with local food businesses by generating a recommended list of potential partner businesses using random forest and decision tree models.
2021.9 ~ 2022.6
NTUDAC Club member
- Performed data analysis using SQL, Python, and Tableau, and built machine learning models with scikit-learn for real-world datasets.
- Collaborated on industry-sponsored data projects, delivering data-driven insights through analytical workflows.
2021.6 - 2021.8
Summer Internship
- Assist the supervising professor in exploring cosmology packages in Python, such as CAMB.
- Construct a ΛCDM cosmological model and investigate how the abundance of dark matter in the early universe influences baryon acoustic oscillations (BAO).
Education
2024.9 - 2025.3
Universität Hamburg
- Exchange student, Socioeconomics Master's degree.
- Relevant Courses: Computational Economics, International Finance and Investment.
2022.9 ~ 2025.7
National Taiwan University
- Master of Science in Economics. GPA: 3.9 / 4.3.
- Research Field: Macroeconomics.
- Relevant Courses: Computational Methods for Econometrics, Data Science and Social Inquiry, Econometric Theory.
- Scholarship: 112 Shanghai Commercial and Savings Bank scholarship.
2017.9 - 2022.6
National Taiwan University
- Bachelor of Science in Physics with minor in Economics.
- Relevant Courses: Coding for Physics Simulation, Introduction to Numerical Analysis.
- Award: 2nd in 2022 DATA IDEATHON competition, 2019 NTU Student Social Contribution Special Award.
Technical Skills
Technical
PythonFastAPIScikit-learnPandasNumPy
Database
MySQLPostgreSQL
Web
VueNuxtTypescriptThreeJS
Visualization
TableauMatplotlibPlotJS
Deployment
VercelDockerRailway
Languages
- English (TOEFL 93, TOEIC 940)
- Mandarin (Native)
Featured Projects
PhysimHub
Developed an interactive physics simulation website that supports teachers in instruction through real-time web-based interactions.
View SiteTech blog
My tech blog focused on Vue, Nuxt, Python, and AI, sharing my learning notes during development, and practical web development tips.
View SiteTutor AI
Developed an digital learning platform that enables parents to monitor students’ learning progress in real time, while providing students with a 24/7 AI-powered digital tutor.
View SiteDomain Knowledge
Data AnalysisData VisualizationMachine LearningEconomic ModelingStatisticsPhysics