Team
Authors
Named researchers behind Signal Desk — systems, risk, and AI methods for autonomous trading.
Aria Okonkwo
Editor-in-Chief · Systems Research
Aria leads Signal Desk’s systems research. She writes about autonomous trading stacks—perception, policy, risk gates, and the boring rails that keep capital alive.
4 articles →
Julian Park
Risk & Evaluation Lead
Julian covers risk geometry and evaluation discipline—limits, modes, leakage traps, and what it takes to promote an agent without cosplaying a hedge fund.
2 articles →
Sofia Marchetti
AI Methods & Market Context
Sofia researches how language models and hybrid agents fit crypto markets—what they extract well, where they fail as oracles, and how to keep them behind schemas and risk rails.
2 articles →