Stock Price Prediction with K-nearest Neighbors (KNN) and Random Forest
This project focus on the price action and aims to predict stock price on the next day whether it is up or down, utilizing KNN, random forest, and ...
Welcome to my portfolio.
Hope you enjoy!
I graduated with a Bachelor of Science in Physics from the Hong Kong University of Science and Technology.
I entered the Economic Digest as a project executive after my graduation.
I had self-leant and completed several data science professional certificates. Some projects are highlighted in the following. Hope you enjoy!
Data Science Projects
Movie Rating Prediction with Regularized Multivariate Regression Model
Rating prediction is important for movie recommendation system on item specific recommendation. Different factors including movie effects, user effect...
Classifying European Money Denominations with CNN (Resnet18 and DenseNet 121) in Pytorch
This project aims to classify european money denominations. The neutral network is built on pytorch and Convolutional Neural Network (CNN) is used....
Predicting Top Complaint Type in New York City with KNN, Logistic Regression and SVM Model
This project predicts the complaint that a more likely to be happened on the residential flat though numbers of selected features, including numbers of floors...
Open Source Projects
Stock and ETF Database
Building a stock and etf database with postgreSQL and Timescale DB. Gathering data from Alpaca API...
Stock and Financial Dashboard
Building a financial dashboard using streamlit and redis. Gathering data from IEX Cloud...
Value Investing and Momentum Investing Analysis
This project investing strategy that selects the 50 stocks with the best value metrics, including Price-to-earnings ratio...
Crypto Trading Bot
This project aims to bulit a crypto trading bot. The strategy used is the supertrend indicators. The bot is connected to ...
Get In Touch
Should you need more information, feel free to reach me via email at victorwancf@gmail.com. Thank you.