- 👋 Hi, I’m Ryan Hsin (@ryanhsin98)
- 👋 I’m currently studying at the Institute of Information Systems Management at the National Cheng Kung University, graduated from National Tsing Hua University with a bachelor's degree.
- 🌱 Mainly researching the application of machine learning in the field of business and manufacturing
- 👀 I’m interested in researching how to apply data science techniques to analyze and interpret customer behavior to increase business performance.
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🌱 Acdemic:
- GPA 4.2 / 4.3.
- Developed the data science through Machine Learning, Artificial Intelligence, Optimization Theory, Python Programming courses and so on.
- Collaborated with the professor the research such as web crawler and face recognition.
- Developed the business management skills through Technology Management, Marketing management courses and so on.
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🌱 Intern/Project:
- Data science intern (MTRDP), TSMC
- Developed and deployed a prediction model to solve the production inefficiency though XGBoost and PSO algorithm, reducing 8% downtime of the tool and improving accuracy of existing model by 32%.
- Collaborated with 3 production line engineers and IT manager to apply the domain knowledge in the feature engineering and enhance the feasibility of the project. The result was endorsed by the supervisor.
- Data analysis project member, Kdan Software
- Extracted textual features of e-mail titles to develop a machine learning model (SVM) with 81% accuracy for predicting the effectiveness of emails to improve the performance of e-mail marketing.
- Data analyst intern, KGI Bank
- Constructed a customer clustering model and implement web crawling to gain public opinion to increase sales performance over the same period.
- Cooperated with other departments to implement successfully the solution in Q4.
- 1st place, Machine Learning Competition
- Predict the survival of Titanic passengers.
- Private Leaderboard 1st place in Tsing hua University's Machine Learning Competition.
- Data science intern (MTRDP), TSMC
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🌱 Activities:
- Project Member, Google Developers Student Club (2022.03 - Present)
- Co-founder, Data Analysis Club in NCKU (2021.09 - Present)
- Co-founder, Business Research Club in NTHU (2019.06 - 2020.06)
- Vice President in Local Committee, AIESEC in Taiwan (2017.12 - 2019.01)
- 📫 How to reach me: