JuliusLee juliuswiscmsba

Hi there 👋

I'm Julius! Welcome to my GitHub!!

🏫 UW-Madison MSBA'22 Badger! & NTPU Economics!
❤️‍🔥 I’m interested in data analytics & visualization and machine learning models.
🔥 I'm passionate about solving business problems with data-driven solutions.
📚 I’m currently learning Bayesian A/B Testing and Pyspark.
🔭 I’m currently looking for Data Analyst or Data Scientist job!!
⚡ Fun Fact1: Mobile game lover!!! Played Azur Lane for 5 years!!!
⚡ Fun Fact2: Started my own e-commerce business in 2019, selling PVC Figures of anime characters on online platforms!
📫 How to reach me: https://www.linkedin.com/in/ming-tsung-lee/

Data Analytics & Visualization Projects:
- Insurance Cohort Analysis for Retention
  - Are there any factors that impact the length of member Lifetime?
  - What does Cumulative Retention Curve look like?
  - Please predict Cumulative Retention Curve for 2019 cohorts using previous years’ data. What is the prediction accuracy against the actual curve observed?
- Arknights Characters Analysis
  - What kind of new characters should we design?
- Cocktail Dresses Analysis
  - Which seller is the best?
  - What keywords should the seller use when setting up titles?
- Flight Delay Dashboard
  - Southwest Airline flight delay report.
A/B Testing & Experiment Projects:
- Rocket Fuel Analysis
  - Does the new online advertising worth?
Machine Leaning Projects:
- Flu Shoot Learning: Classification Problem
- Heart Attack Prediction: Classification Problem
- Birth Prediction: Time Series Problem
- Disaster Tweets Detection: NLP Classification Problem
- Flower Classification: CV Classification Problem
- FashionMNIST: CV Generative Adversarial Networks
- Azur Lane Character Images Analysis: CV Dimension Reduction
- Frozen Lake: Reinforcement Learning(Q Learning)
Algorithm Projects:
- 7 Tile Puzzle: A* Algorithm
- Teeko: Minmax Algorithm
Other Projects:
- Tweets Trendiness Calculation
- Pokemon Fighting System