Hello, my name is Alan

An aspiring data scientist, with experience in web development, data science, and machine learning
I have worked in marketing, healthcare, e-commerce, and human-computer interaction, of which my primary goal has always been to serve others with the solutions that I develop

A Little About Me

Currently studying at the University of Pennsylvania, pursuing a master's degree in Data Science

A research assistant at the Wharton School of Business, working on analytics projects with Wharton partners such as Penn Sports Analytics and Wharton Analytics Fellows.

A research assistant at the Integrative Omics and Biomedical Informatics Lab, working on projects at the intersection of clinical informatics and machine learning.

Technical Skills

Programming Languages: Python, Java, Javascript, SQL, R, HTML/CSS

Frameworks: React.js, Next.js, Node.js, Django, MaterialUI, TailwindCSS, Firebase

Developer Tools: Git, Postman, Figma, Docker, Azure CLI, Firebase, Expo CLI

Data: Numpy, Pandas, Pytorch, Sci-kit Learn, MySQL, PostgreSQL

Certifications: Deeplearning.AI Machine Learning Certification, IBM Data Science Certification

Python

Javascript

Pytorch

React

Firebase

PostgreSQL

Git

Figma

Docker

Please take a look at some of my projects below

Data Projects

Survival Analysis of Lung Cancer Data

Survival Analysis of Lung Cancer Data

Python, Sksurv, Matplotlib

Analysis of a novel dna sequencing dataset to predict lung cancer survival

Online Retail Analysis

Online Retail Analysis

R, ggplot2, dplyr, stanglm

Modeled the unit price of items based on the quantity of items purchased.

Bayesian Heart Failure Detection

Bayesian Heart Failure Detection

R, ggplot2, dplyr, stanglm

Modeled bayesian regression models to predict time till death and logistic regression to predict death event status.