About Me
I am a dedicated data analyst pursuing a career as a Data Scientist. Curious by nature, I have a passion for uncovering stories within data. I hold a Master’s degree in Business Analytics and Big Data from IE School of Sciences and Technology and a double major in Statistics and Strategic Communication from the University of Minnesota. Beyond my professional expertise, I thrive in the mountains snowboarding, getting down to high-energy music, and socializing over a good plate of pasta. No matter the challenge, I bring enthusiasm and precision to everything I do.
Skills
- Data Analysis - 5 years
- Data Visualization - 3 years
- Business Analytics - 3 years
- Machine Learning - 2 years
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Debt Default Predictions
A bank in the region wants to build a model to predict credit card defaulters more accurately in order minimize money loss. We have a set of data on default payments and demographic data to help us do our task. The data is cleaned and run through an ML workflow to obtain predictions and an optimal accept/deny threshold.
View Github Repository.
Automatic Metadata Editor for Audio Files: SongCapper
This is SongCapper, a program that iterates through a folder full of music files, reads their metadata, and rewrites it, but this time in all capital letters.
This idea was born while I was a student at the University of Minnesota. I had taken up a side gig as a DJ and, at times, desired to do some freestyle sets. However, since artists will stylize their song titles however they like, large music libraries can be quite hard to read. This can be especially tricky when you need quick song recognition. By homogenizing song titles and artist names to all caps, you can increase the readability of the music library for on-the-go song selection..
View Github Repository.
Review Reviewer
Restaurant Reviews on the internet suffer from bias where the text of the review does not correspond with the number rating assign. The goal of this dashboard is for restaurant owners and costumers can input a written review and obtain an accurate number rating for their review. View Github Repository.
Energy Consumption Optimizer
Energy consumption is a major concern for businesses. The goal of this project is to create an optimizer that allows businesses to input their production data and obtain an optimal energy consumption plan. The optimizer will take into account the production data and the energy consumption data to create an optimal plan for the business.
View Github Repository.
Contact Me
Feel free to reach out to me for collaboration opportunities or just to connect!