All Case StudiesFintech / Automated Execution
Algorithmic Trading Bot
Automated order execution and circuit-level risk management wired to Zerodha's Kite Connect API.
API GatewayKite Connect
RoutingSub-second Automated
Risk CircuitHardware & Soft Caps
Problem & Challenge
Manual discretionary trading introduces execution lag and emotional slippage. Building an automated system requires deterministic risk controls that trip circuits before catastrophic drawdowns occur.
Engineering Architecture
Direct WebSocket streaming of real-time ticks from Zerodha Kite Connect API
Sub-second order router with automatic trailing stop-loss adjustments
Pre-trade risk gateway enforcing max daily drawdown, position sizing limits, and symbol kill-switches
TODO(praveen): Specific strategy type, execution telemetry, and verified alpha/backtest results
Verified Stack & Protocols
PythonKite Connect APIWebSocketsPandasDeterministic Risk Engine