Running 24/7 on EC2

Trading Intelligence System

Self-improving quant engine that scans markets, generates signals, backtests strategies, and deploys capital — all autonomously.

Python FastAPI Redis Angel One API Gemini AI DeepSeek Telegram
NIFTY 50 BUY ₹22,450 EXIT ₹24,790 +₹2,340 ₹2,340 − ₹47 tax = ₹2,293 net 💰
HFT
Execution Engine
12+
Instruments
5
Signal Sources
24/7
Market Monitoring
System Architecture
DATA INGESTION Reddit Scraper r/IndianStreetBets News Feeds MC • ET • LiveMint Market Data NSE • Angel One API FII/DII Flows Institutional Data Polymarket Global Cues AI PROCESSING Signal Engine DeepSeek Sentiment • Technical Analysis • Pattern Recognition • Gemini AI DECISION LAYER Backtester Historical validation • Win rate Risk Manager 1% per trade • 3% daily cap EXECUTION Paper Trading Risk-free validation Live Capital Angel One SmartAPI HFT Engine Order book • Sub-second 📊 Reports → Telegram Bot • Streamlit Dashboard • PDF EOD

Features

AI Signal Generation

Multi-source signals from news sentiment, Reddit buzz, technical indicators, and FII/DII flows.

HFT Engine

High-frequency execution with order book analysis, sub-second trade placement via Angel One SmartAPI.

Paper Trading

Risk-free strategy validation with real market data. Graduate to live capital when strategies prove profitable.

Comprehensive Reports

EOD reports, weekly scans, pre-market briefs, swing picks — delivered via Telegram and web dashboard.

Reddit & News Sentiment

Scrapes r/IndianStreetBets, MoneyControl, Economic Times. Adjusts pick probability based on crowd wisdom.

Auto Square-off & Risk

Compulsory square-off at 3:15 PM. Max 1% risk per trade, 3% daily loss cap. Position sizing automated.