When you look through papers on anomaly detection in the field of process engineering, one name above all others keeps on cropping up: the Tennessee Eastman Process (TEP). The TEP is essentially a ...

In the last few months, I realized that a lot of my time was occupied with anomaly detection of process data. More specifically, given a set of temperature, pressure and flowrate readings, can we d...

I use Sublime Text as my IDE of choice for all things not Python. It has a clean interface, it is easy to configure and is reasonably ligthweight. So when I had to develop some code in R for my wor...

At work, I was recently given a python code that was developed by a third party and asked to make it faster. The code in question solved an optimisation problem that was essentially selecting the b...

Welcome to my blog! I decided to start this blog to showcase my thoughts, notes and observations in fields relevant to my work (data science, chemical engineering, programming and mathematical mod...