Hi, I’m Steven
Graduated from San Jose State University in 2022 with a Bachelor’s in Computer Science. Especially interested in pursuing a career in the Data Science field, whether as a Data Analyst or Data Scientist. You will find some of my favorite personal projects below.
Personal Projects
2022
Detecting malaria in cells using tensorflow and keras
Malaria is the 5th leading cause of death in the world (PA.gov). This dataset interested me the most at the time because it served as a first step into creating ML models that can impact human lives. This project features binary image classification using Convolutional Neural Network (CNN).
2022
Estimating California home prices in 1990 based on home features
In this project, I used Linear Regression, MLP Regressor and Random Forest Regressor to calculate an evaluation for California houses based on features such as AverageRooms, Latitude, Longitude and HouseAge.
Telco Customer Churn Prediction
Customer Churn is a huge problem that many companies face. So, I decided to start a new project with this topic as it will be highly relevant, especially in the data science field.
This is a Supervised Binary Classification problem featuring a Telco dataset of 7043 customers that have churned or not churned. I will use and fine-tune multiple supervised machine learning algorithms (Random Forest, Logistic Regression, etc) to predict if a customer will churn or not.
Professional Portfolio 