My First Data Engineering Pipeline with Apache Airflow
I’ve spent most of my academic and professional journey working on data science and analytics. From exploring socio-economic datasets in R to deploying dashb...
Welcome! I’m Sofia — I use this space to share data science projects, blog posts, and other cool stuff I’m working on. Thanks for being here!
Featured Projects
Bilingual Data Report
An interactive bilingual report exploring demographic trends and insights, presenting complex data in both English and Spanish for broader accessibility.
Poverty Analysis Study
Comprehensive analysis of poverty indicators and socioeconomic factors, utilizing statistical modeling to identify key drivers and potential interventions.
SNAP Recipients Analysis
Data-driven examination of SNAP program participation patterns, geographic distribution, and impact assessment using administrative data and surveys.
Recent Posts
What’s the Difference Between Logistic Regression and Decision Trees?
When you’re starting out in data science, choosing the “right” model can feel overwhelming. It is known that machine learning depends heavily on classificati...
One Year In: Reflecting on My Internship with Every Texan
In May 2024, I joined Every Texan as a Research & Data Intern—and now, a little over a year later, I can confidently say it’s been one of the most fulfil...
Reflections on Graduation: Growth Through Data and Discovery
I just graduated from UT Austin with a B.S. in Computational Biology, a certificate in Programming and Computation, and a minor in Data Science. As I step in...