🛢️🤖 Inferring Pipeline State: Using Hidden Markov Models to Reduce False Leak Alarms

6 minute read

Disclaimer: Hidden Markov Models were new territory for me, and understanding the underlying math required building the forward, backward, and Viterbi pro...

🎨🧑‍🎨 The Art of Keeping Things Simple: Data Quality

6 minute read

Unlocking Mainframe Data: From Legacy Systems to Analytics in Databricks

7 minute read

The Pain of Managing Data Lakes

12 minute read

🛢️🤖 Why Detecting O&G Pipeline Anomalies Is So Hard

9 minute read

Disclaimer: PI data, pipeline sensor data, and the operational use cases around them are areas I’m actively learning. There are experts at Plains and acro...