Artificial Intelligence
Data-Driven

- Rule-based
- Google Dialogflow
- Gpt-based
- Activity data incuding jogging, walking, running
- Deep learning model using LSTM, GRU
- F1-score up to 70%


- Web crawler using python library request, BeautifulSoup
- Using MongoDB to store rent591 data
- Connect line notify api to send notification to individuals

Web-Based
Financial Lending System – demo

- Maintain credit loans system for those individuals and corporate who have money demand .
- Conduct customer demand interviews to confirm system requirements and prototype architecture
Customer Relationship Management – demo
- User, profile, campaign development.
- System maintanence
- Cooperate with engineers worldwide
