- ๐ Hi, Iโm Ting-jia Lin.
- ๐ Iโm interested in web-crawler, AI, and reinforcement learning.
- ๐ฑ Iโm a master student at the International Institute of Artificial Intelligence Management at the National Yunlin University of Science and Technology.
- ๐๏ธ Iโm looking to collaborate on ...
- ๐ซ How to reach me [email protected]
- Bachelor: Double major in Social Work and Data Science at Soochow University.
- Master: International Institute of Artificial Intelligence Management at National Yunlin University of Science and Technology.
- Bachelor: Information Fusion lab
- Master: Precise AI lab
Explainable Uncertainty-Based Deep Reinforcement learning for portfolio management
- I have a good command of web-crawler, such as requests, selenium, and Scrapy. I have abundant experience with it, I crawled some websites, such as
- line-today
- Tripadvisor
- apartment-renting websites of Taiwan
- some domestic news websites of Taiwan.
- I participated in a project with Taiwan Central Weather Bureau. Project name: Weather public opinion analysis. I focus on:
- Web crawling
- Data cleaning and preprocessing
- Apriori and LDA algorithm
- Flask API
- Dashboard
- Semester Project: Applied LDA algorithm in weather news analysis.
- The Phi Tau Phi Scholastic Honor.(GPA:4.0/4.0)
- Participate 2022 Smart Manufacturing Big Data Analysis Competition and reach the final.
- Being a teaching assistant for two courses:
- Python programming with AI
- Deep learning
- 2022 FutureTech Award in Taiwan. !!!Note: should explain more.
- Being a conductor in a Python with AI workshop
- Publish two theses at conferences:
- (Yuntech) Adaptive cognitive skill training system based on reinforcement learning
- (!!!) Two-Streams Feature Extraction for Deep Reinforcement Learning in Portfolio Management
- Project:
- Deep reinforcement learning in Path Planning
- Ensemble Deep reinforcement learning in wind speed prediction