Talks

In this Data Council 2025 talk, I explore how AI models have evolved to become the core product and key differentiator in modern technology. The presentation examines the shift from...

A DagsHub podcast conversation about what production MLOps actually requires, where teams overbuild, and which engineering practices earn their cost.

An Arize Observe 2023 career talk on the technical, operational, and communication skills machine learning engineers need to compete for strong roles.

A Weights and Biases Deep Learning Salon talk explaining the Reformer architecture, locality-sensitive hashing attention, and reversible residual layers.