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I Turned Claude Code into an AI Hedge Fund... and this happened Analytics Table
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👉 Join my community where I work with you 1:1 to build production AI systems: https://www.skool.com/greymatterai-community/about I built an AI hedge fund in 5 days using Claude Code. Then I designed a blind experiment to test whether it could actually beat Wall Street — without waiting 3 months for real results. ⏰ TIMESTAMPS 00:00 The hook — why I built this 01:30 The problem with my old AI hedge fund (2.4M views) 02:15 Planning the rebuild with ChatGPT voice mode 04:00 The build begins 04:30 Day 1-2: Infrastructure & signal detection 06:00 Day 3: Information asymmetry between agents 07:30 Day 4: The dashboard 08:15 Day 5: Everything breaks (6 bugs in one day) 09:30 The Blind Experiment explained 10:45 Running the experiment live 11:45 The reveal — what the AI actually picked 13:00 Did it beat the S&P 500 and hedge funds? 15:25 The honest verdict 🧠 WHAT'S IN THE BUILD - 5 AI agents (Buffett, Munger, Ackman, Cohen, Dalio) with information asymmetry - Real-time signal detection across 20 emerging sector stocks - Regime-weighted investment committee - Deterministic CIO (no LLM hallucination in the final decision) - Live React dashboard with pipeline visualisation - Blind backtest framework for verifiable results 🛠 TECH STACK - Claude Code (the build assistant) - Docker Compose - TimescaleDB - Redis + Celery - FastAPI - React + React Flow - yfinance + GPT-4o - PostgreSQL 🎯 THE BLIND EXPERIMENT The AI analyses stocks using ONLY data from 3 months ago. No future prices. No hindsight. Picks get locked in the database before any future data is fetched. Then we compare against: - S&P 500 (^GSPC) - HDG (HFRI Hedge Fund Replication ETF) - QAI (Multi-Strategy hedge fund index) - MNA (Merger Arbitrage) - BTAL (Market Neutral) This is the ONLY way to test an AI trading system fairly without waiting months for live results. 📺 WATCH NEXT - I Gave Claude Code $200k to Trade Gold: https://youtu.be/7x64e7ldG9g?si=10ENCXUZqqUVNuVD 💬 Drop a stock ticker in the comments — most popular one, I'll add it to the watchlist and run the next blind experiment with it included. 🔔 Subscribe for more AI engineering experiments where I actually build production systems and test them in the real world. #AI #HedgeFund #ClaudeCode #AITrading #Stocks #MachineLearning #Quantitative #Backtesting #FinTech #BlindTest
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