Blog

Transformer Hydranets and Multi-Task Learning with Hugging Face and PyTorch: Ensembling vs. Entwinement
First post in a series on architecting and training transformer hydranets.
Last updated on Dec 3, 2023 16 min read PyTorch, Deep Learning, NLP, Python
Transformer Hydranets and Multi-Task Learning with Hugging Face and PyTorch: Ensembling vs. Entwinement
Putting Document AI into Production with AWS Sagemaker
Recent case study on my team’s work at Fetch.
Last updated on Oct 31, 2023 1 min read Graph ML, Deep Learning
AWS Case Study
Putting Document AI into Production with AWS Sagemaker
On-the-fly Augmentation with PyTorch Geometric and Lightning: What Tutorials Don't Teach
Control randomness using the power of data augmentation, but don’t make the same mistakes I did.
Last updated on Jun 4, 2023 8 min read PyTorch, Graph ML, Deep Learning, Python
On-the-fly Augmentation with PyTorch Geometric and Lightning: What Tutorials Don't Teach
Topology and Geometry Through Graph ML
Diving deeper into mathematics through my journey with industrial Graph ML application.
Last updated on Dec 9, 2022 14 min read Mathematics, Graph ML, Deep Learning
Topology and Geometry Through Graph ML
Are regional conferences better for the environment?
Exploring the carbon footprint of a regional conference format through simulations of the American Psychiatric Association’s Annual Meeting.
Last updated on Sep 7, 2021 15 min read Decarbonization, Spatial Politics
Code Repository Wortzel et al. (2021)
Are regional conferences better for the environment?
blocklength 0.1.4
Version 0.1.4 published to CRAN!
Last updated on May 17, 2021 1 min read R, Econometrics, Statistics
Website CRAN GitHub
blocklength 0.1.4
Building my first R package
The story behind and use-case for my first package blocklength.
Last updated on Sep 7, 2021 48 min read R, Econometrics, Statistics
R Package Repository
Building my first R package