Austin Starks
Founder · builder · investor

Austin Starks

I build AI agents that research, test, and trade in public. Follow the experiments—or learn to build your own.

Building in public · new episodes

The $25K Public Portfolio Challenge

Watch AI agents research, backtest, and manage a real portfolio—with the decisions and mistakes left in.

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Learn on NexusTrade

AI Agents from Scratch

Tools, memory, orchestration, and evaluation—without hand-waving.

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Algorithmic Trading Fundamentals

Indicators, backtests, risk, and deployment on a real platform.

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Popular resource

LeetCode Interview Prep Spreadsheet

A practical tracker for working through problems, spotting patterns, and keeping interview prep moving.

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