Golden Chaos

"Golden Chaos is an internal research and trading entity created to operate complex technical systems in environments where performance, correctness, and discipline are continuously tested by real financial outcomes."

System Specifications

• 01

  Designed and operated trading systems where feedback is immediate and consequences are real

• 02

  Trained ~60 people across multiple batches, from financial fundamentals to technical analysis

• 03

  Built high-performance systems with real-time data ingestion, deterministic computations, and zero tolerance for silent errors

• 04

  Operated with an international, distributed team across multiple time zones

• 05

  Structured humans and systems as complementary: human intuition surfaces signals, tooling verifies and scales them

• 06

  Developed custom indicators, scoring systems, large-scale scanning, and real-time alerting

• 07

  Introduced AI as a compression layer: summarizing signals, producing natural-language market overviews

• 08

  Created a virtuous cycle: training produces insight, insight drives tooling, tooling improves performance