AI Trading Bot Dashboard
Real-time P&L monitoring with risk guardrails and strategy toggles across multiple exchanges.
Industry
FinTech (demo)
Timeline
3 weeks
Stack
Next.js, FastAPI, WebSockets, PostgreSQL, Redis
Role
Product Strategy + Full-stack Development + Infrastructure
Problem
Portfolio managers needed real-time P&L monitoring with risk guardrails and fast strategy toggles across multiple exchanges without risking manual errors. Existing tools had 5-10 second delays and no integrated risk controls, making quick decisions impossible during volatile markets.
Approach
Built real-time data pipeline streaming exchange feeds over WebSockets into a rules engine. Created guardrail layer with max exposure limits, stop-loss automation, and halt conditions. Designed UI with one-click strategy toggles, real-time alerts, and audit trails. Added feature flags for safe deployment of new strategies.
Results
Key Features
Strategy toggle dashboard with real-time guardrail status
Live P&L heatmap with per-strategy performance drilldown
Risk event timeline with automated alerts and manual overrides
Webhook configuration console with comprehensive audit trail
Performance analytics with backtesting comparison charts