[2023] Fetal Health Classification
In this project, I trained and compared three classifiers (SVM, KNN, Random Forest) in their ability to predict fetal health outcomes using the fetal health kaggle dataset.
[2023] Chronic illness EDA
In this project, I wanted to practice working with datasets where the data may be ill-defined, or just requires a lot of cleaning/reshaping. Using data taken from a Chronic illness symptom tracker app, I attempted to extract valuable insights about a common Chronic illness: Fibromyalgia.
[2023] Brief Intro to Representational Similarity Analysis
This blog post gives a brief introduction to Representational Similarity Analysis (RSA): a computational approach used in cognitive neuroscience to understand how our brains represent information, using examples from my own research
[2024] Mini-project: Building a Customer API Wrapper with RandomUser
This mini-project involves creating a lightweight customer API wrapper using the RandomUser API for a fake use case. The goal is to design a Python class that retrieves customer data while incorporating data validation and transformation.
