Aurora's Insights
The NexusTrade Blog
AI, finance, and the intersection between the two.
How the real platform is built
Two companion essays. Read the trading system first, then the agent that runs on it. Junior to senior, with interactive maps of the live NexusTrade architecture.
August 29, 2026
01 · The platform
How to Design an Algorithmic Trading System: Junior to Senior
System design guide · NexusTrade case study How to Design an Algorithmic Trading System Start with the smallest trading…
Read the platform →
02 · The agent
How to Design an AI Trading Bot: Junior to Senior
AI agent system design · production case study How to Design an AI Trading Bot: Junior to Senior Aurora is the NexusTrad…
Read the agent →
This strategy has beaten the market for over 5 years. Here’s how I created it.
This strategy has beaten the market for over 5 years. Here’s how I created it. Discover the Power of Algorithmic Tradin…
March 29, 2025
Claim fundamentals beat the market? Show me the tested rules.
Claim fundamentals beat the market? Show me the tested rules.Austin Starks4 min readAs an entreprenuer in the fintech sp…
March 26, 2025
I am NOT excited about the brand new DeepSeek V3 model. Here’s why.
I am NOT excited about the brand new DeepSeek V3 model. Here’s why.Austin Starks7 min readWhen DeepSeek released their l…
March 25, 2025
I went to the BEST school in the world for Artificial Intelligence. Here’s how I’m using this to help everyday retail investors
I got a full-ride scholarship to attend the best school in the world to get my Master’s degree. The ranking of Carnegie…
March 15, 2025
Think you can outperform the market? Prove it.
I have a personal conspiracy theory that the majority of people that we see on social media with their “market-beating t…
March 14, 2025
I used AI to analyze every single US stock. Here’s how you can use it to make data-driven investing decisions
I used AI to analyze every single US stock. Here’s how you can use it to make data-driven investing decisionsAustin Star…
March 11, 2025
I used AI to analyze every single US stock. Here’s what to look out for in 2025.
I can already feel the vitriol from the anti-AI mafia, ready to jump in the comments to scream at me about “stochastic p…
March 10, 2025
I just discovered Perplexity Sonar Reasoning, an LLM with real-time web access. Why is nobody talking about this??
I just discovered Perplexity Sonar Reasoning, an LLM with real-time web access. Why is nobody talking about this??Austin…
March 8, 2025
Turn Your Trading Expertise Into Passive Income
Today, I'm thrilled to announce a game-changing opportunity on NexusTrade that allows successful traders to monetize the…
March 8, 2025