Hey there,
I'm Michelle Cheng.

I'm a current master's student at the University of Michigan School of Information specializing in Data Science & Analytics. I am passionate about translating data in valuable insights that could drive better decisions for people and everyday products.
Feel free to scroll down and look around my previous works!

Predicting Customer Purchase Intent in E-commerce with Clickstream Data

Data Mining Project @ University of Michigan

# Data Mining

# EDA

# Machine Learning

# Sequential Data

# Python

Incentivized Sephora Product Reviews Detection

NLP Project @ University of Michigan

# Web Scraping

# NLP

# Text Classification

# Machine Learning

# Python

# PyTorch

Data Vis Storytelling: Getting to know Red Lake County with U.S. Census Data

Data Vis Project @ University of Michigan

# Data Visualization

# Interactive Dashboard

# Python

# Altair

# Tableau

Statewide Behavioral Health Resources Dashboard

Summer Internship Fellow @ NAMI Michigan

# Data Collection

# Data Management

# Tableau

# Stakeholders & Community

Austin Animal Shelter Analysis

Statistics Course Project @ University of Michigan

# Data Analysis

# Statistic Modeling

# Hypothesis Testing

# R

Glassdoor Data Analyst Jobs Analysis

Data Exploration Project

# EDA

# Data Visualization

# Python

Customizable Airbnb Search Engine

IR Project @ University of Michigan

# NLP

# Information Retrieval

# Annotation

# Python Pyterrier

# Learning to Rank

Philips GC1440 Iron Refinement

Industry-Sponsored Project with Chimei @ NCKU

# Lean Product Development

# Product & User Research

# Usability (A/B) Testing

Other Works

Clothing Assistant App

Design Thinking Course Project @ NCKU

# User Experience

# User Research