IDEAS.
Thoughts on data engineering, software patterns, and the philosophy of building technical systems.
The Secrets of Self
An exploration of identity through the lens of data structures and programming paradigms.
The Elegance of Classes
Why Object-Oriented patterns still matter in an increasingly functional world. Lessons from system design.
The Many Face of Functions
Understanding pure functions, state management, and side effects in complex data pipelines.
EDA with UnderSampling & Iterative Imputer
Advanced statistical visualizations and pitch maps for football analytics, leveraging Matplotlib and Seaborn.
The Brotherhood of __str__ & __repr__
Deep dive into Python's object representation dunder methods and their practical use cases.
Data Cleaning after Web Scraping Audible
End-to-end data cleaning pipeline for complex, nested Audible scraped datasets.