From 73e03e9e0db42a4224621d403e2244747a65159c Mon Sep 17 00:00:00 2001
From: GonzaloHD <gonzalohd@protonmail.com>
Date: Mon, 29 Jun 2026 05:48:13 +0000
Subject: [PATCH] Update README.md

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 README.md | 32 ++++++++++++++++++++++++++++++--
 1 file changed, 30 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
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-# lstm-alpha-strategy
+# LSTM Alpha Strategy
 
-Machine learning-based quantitative trading strategy using TensorFlow, Alpaca, and systematic backtesting.
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+Machine learning-based quantitative trading strategy for predicting next-day stock direction.
+
+## Features
+
+- Historical market data ingestion (Alpaca)
+- Feature engineering
+- LSTM neural network
+- Backtesting engine
+- Risk management
+- Paper trading
+- Performance metrics
+
+## Tech Stack
+
+- Python
+- pandas
+- NumPy
+- TensorFlow
+- Matplotlib
+- Alpaca API
+
+## Roadmap
+
+- [x] Data acquisition
+- [x] Feature engineering
+- [ ] LSTM model
+- [ ] Backtesting
+- [ ] Paper trading
+- [ ] Portfolio optimization
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