Robert MacWha

Hello! I'm Robert, initially an machine learning developer with a focus on small language models and neuroevolution who migrated into blockchain development. Over the past two years I have been co-founding Skylock, a blockchain security service that can automatically detect on-chain malicious transactions, reverse-engineer them, and construct a white-hat hack to fronterun the attacker and secure the at-risk funds. We raised our Series A in 2022 and recently started onboarding protocols, totalling >$800m TVL.

Outside of Skylock, my other areas of experimentation are:

1. Neuroevolution and reinforcement learning. Specifically building machine learning models that emulate basic forms life / life-like information processing, but more generally interested in flexible network architectures and how they allow for greater information density.
2. Rendering. I've dabbled in ray tracing engines, but my interest is primarily ray marching and voxel rendering. Specifically building real-time, interactive, and realistically lit environments.