Writing
Notes from the build log
Data engineering, machine learning and security, written from projects that actually shipped. New posts land here first.
Data engineering, cryptography
I turned my bank alerts into an encrypted pipeline
Sixteen parsers, a server that writes what it cannot read, and what a hostile data source teaches you about production pipelines.
Machine learning, securityThree models are better than one
Why my intrusion detection capstone needed an Isolation Forest, a Random Forest and an autoencoder to reach 0.95 F1 on real attack traffic.