My name is Tony Bai and I am a Data Scientist with a background in finance 🏦. I am currently based in NYC and was previously an Underwriter for large corporate companies (mainly focused in Retail and Industrials). As a former NCAA basketball athlete 🏀 I look to bring tenacity and teamwork to my next work destination.
Some of my technical skills include:
- Python 🐍
- Pandas 🐼
- SQL 🗒️
- NumPy 💯
- Scikit-Learn ⚙️
- Tableau
- R
Tesla Stock NLP regression Project (CAPSTONE) | Repo
-🚗🔌🔋 Webscraped New York Times Articles involving Tesla Stock using the NYT API and BeautifulSoup from its IPO date to 2021 -Implemented Natural Language Processing sentiment tools to incorporate sentiment analysis into a classification regression problem -Incorporated Elon Musk’s Tweets to explore additional sensitivity and relationships to stock price (Final model predicted TSLA price movement with a 64% accuracy
Movielens Recommendation System | Repo
🎥 Designed and implemented movie recommendation system to suggest new movies for users based on content-content and user-user based filtering algorithms (pairwise-distance & cosine similarity)
Telecommunication Firm’s Customer Churn | Repo
📱 Determined which customers of a telecommunication firm are likely to churn and provided recommendations to mitigate churn