2:18Transcript
Can news become a trading signal? Part 1: the methodology
How NexusTrade turns millions of headlines into company-specific sentiment: Qwen, DeBERTa, validation and archive-scoring costs.
NEXUSTRADE / VIDEOS
AI trading videos
Shorts I filmed while building NexusTrade.
Every video has a transcript.
184 shorts · every one transcribed
Algo trading videos
Start watching ↗2:18Transcript
2:43Transcript
AI Trading Bots: 3 Missing Pieces Before You Risk Real Money
Three checks for AI trading bots: realistic simulation, financial research, and decision trails, with real NexusTrade screens and a paper-bot event.
1:12Transcript
Ranking Trading Strategies S to F: Day Trading, Swing, Index Funds
Day trading, swing trading, value investing, index funds and multi-factor investing ranked S tier to F tier, with the Intel and PayPal data.
1:55Transcript
I Built an AI Trading Agent. Learn It Free for 7 Days
Austin built an AI trading agent and shares his real account returns. Learn algorithmic trading and how AI agents work, free for seven days.
1:15Transcript
I let two AI agents trade $44,000 of my own money
Two AI trading agents manage $44,000 of Austin Starks' own money. The $25,000 Public Portfolio Challenge, the August strategy swap, and the paper control that measures it.
0:36Transcript
20 things to do before you deploy an AI trading bot
Before deploying an AI trading bot, review this checklist covering data bias, overfitting, walk-forward analysis, backtesting, and paper trading.
1:11Transcript
I built 42 AI-generated finance videos. Here is the research behind them.
Why NexusTrade's 42 AI-generated finance shorts are backed by real research: 222,010 backtests, 925 scraped finance TikToks, and a five-strategy tier list.
0:32Transcript
20 steps to build a trading strategy that actually works
A 20-step process for developing a trading strategy: backtesting, inspecting backtest events, walk-forward optimization, out-of-sample testing, and paper trading.
3:08Transcript
How to Fine-Tune an LLM Judge on a Rented GPU. It Has to Beat DeepSeek.
How I'm fine-tuning an LLM judge with LoRA on one rented H200: five steps, a thirteen-dollar pilot, and a race against base Qwen and DeepSeek.
2:51Transcript
LLM Judge Training Data: My AI Checker Changed 12 of 29 Grades
How I built the answer key for my AI critic: real agent runs, an AI checker that changed 12 of 29 grades, and blind review that left 889 trusted examples.
2:25Transcript
How to Train an AI to Build Trading Strategies: Step One Is a Critic
I'm training an AI agent to build profitable trading strategies. Step one is a critic that grades its work; step two is Qwen 3.5 trained with reinforcement learning.
1:58Transcript
Free Software Engineering and AI Courses
Watch Austin explain his software engineering job search and his free software engineering, algorithmic trading, and AI agent courses.
1:26Transcript
No-Code Algorithmic Trading: Complex Rules, Zero Python
Build complex no-code trading strategies in NexusTrade using RSI, cash flow and insider data, then test variations and inspect the events behind each decision.