Crystal Huang Data Scientist

Areas of Interest

Here are some of the things I enjoy working on.

Data Analytics

I love data storytelling. Making a beautiful and compelling presentation is one of my favorite skills.

Data Science Solution

I enjoy problem solving and seeks to uncover hidden meanings and patterns.

Machine Learning

I am passionate about learning the theory that is pushing the cutting eddge of ML.

Natural Language Processing

I apply text analytics to some of the hardest questions in researches.

Computer Vision

I apply image analytics and ML to help solve some real-world problems.

Model Deployment

I implement machine learning models in applications for user to interact with the models.

Portfolio

If You Must Mask

An interactive web app for facemask detection leveraging pre-trained Haar cascade classifier with openCV and custom-trained mask detector with convolutional neural network using cloud computing on Google Colab.

Deep Learning
Computer Vision

Exploring the Vax Potential

A real-time interactive dashboard for Viriginia COVID-19 case reports and vaccinations with end-to-end data collection, storage, and processing pipeline.