Algorithmic Trading Developer
in India

# Algorithmic Trading System
import pandas as pd
from kiteconnect import KiteConnect

class TradingBot:
    def __init__(self, api_key):
        self.kite = KiteConnect(api_key)

    def execute_strategy(self):
        # Pull live market data
        data = self.kite.historical_data()

        # Evaluate the strategy
        signal = self.analyze(data)

        if signal['buy']:
            self.place_order('BUY')

    def place_order(self, side):
        self.kite.place_order(
            variety='regular',
            exchange='NSE',
            tradingsymbol='RELIANCE',
            transaction_type=side,
        )