15 Years of Data - From Closed to Open Source
In this article I discuss my shift from closed to open source reporting solutions over the past 15 years, while also offering a brief glimpse into future opportunities.
Will Ayd | Personal Blog
Will Ayd is a data consultant / solutions architect by day, doubling as a programmer by night. In his personal blog he discusses and explains all of the latest trends within data and analytics.
Latest posts
The 5 Data Mistakes Every Apparel Company Makes
In this article, we discuss the 5 data mistakes that every Apparel company makes, provide some context as to why, and discuss ways to solve them.
Leveraging the Arrow C Data Interface
This blog post describes how the Arrow C Data interface works, as witnessed through transformation of the pantab library.
Leveraging the ADBC driver in Analytics Workflows
This blog post describes the actively developed ADBC driver and what it means for libraries like pandas.
Comparing Cython to Rust - Evaluating Python Extensions
This blog post compares the process of creating a Python in extension in Rust versus Cython.
Fundamental Python Debugging Part 3 - Cython Extensions
This blog post teaches you how to debug Cython extensions to Python. It is part 3 of a 3 part series.
Fundamental Python Debugging Part 2 - Python Extensions
This blog post teaches you how to debug C extensions to Python. It is part 2 of a 3 part series.
Fundamental Python Debugging Part 1 - Python
This blog post teaches you how to navigate pdb, the Python debugger. It is part 1 of a 3 part series.