KA HOU SIO

a data scientist and analyst trained in business and biochemistry with experience in marketing and project management.
focus on ad-hoc data analytics projects & predictive machine learning models development.

Instagram
Data Analysis

Researched, identified metrics and built data visualizations to understand brand awareness. Used ETL tool to collect Instagram data, SQL to analyze data and BI tool to build visualizations.

Shopper Behavior
Analysis

Analyzed Instacart Public Dataset and built data visualization to understand shopper behavior. Researched and built a shopping cart recommender.

E-commerce Reviews
Analysis

Explored topic modeling, NLP and unsupervised machine learning by analyzing a women clothing e-commerce dataset.

A Heart Disease
Predictor

Built a heart disease predictor using supervised machine learning algorithms. Built a web app prototype using Flask, HTML, CSS and Python.