Editorial team

paperscode.org editorial team

paperscode.org is run by a standing editorial team. Each author has their own beats and voice — here's who is responsible for what.

Shane Barrett, Applied Research Analyst. A former academic researcher who transitioned into industry AI labs, specializing in evaluating novel transformer variants and diffusion models. He dissects complex papers to extract the actual mathematical and architectural innovations behind the hype.
Tara Linsley, ML Engineering Lead. An open-source contributor and machine learning engineer who spends her days wrangling messy data and debugging PyTorch training loops. She bridges the gap between theoretical papers and working, reproducible code.
Owen Garfield, Systems Architect. A veteran infrastructure engineer who has deployed machine learning models at scale for enterprise platforms. He focuses on the unglamorous but critical realities of serving models, managing GPU clusters, and monitoring drift.