FinTech AI Trading Dashboard
FinMarketIQ
AI That Brings the Analysis to You Instead of Making You Hunt for It
Tech Stack
Project Walkthrough
About This Project.
Most trading platforms hand you a wall of data and leave the analysis to you. FinMarketIQ reverses that — Kobby AI surfaces trade signals inline as you browse the dashboard, so the insight meets you where you are instead of sitting in a separate chat window. Traders can validate strategies in a paper trading environment using real market prices but zero financial risk before committing capital. The platform pulls live data from Binance, Kraken, Coinbase, OANDA, Tradier and Polygon.io via a FastAPI backend that keeps response times under 200ms. Stripe manages tiered subscriptions. A full admin panel handles users, plans, and access control.
Key Features.
Kobby AI — Inline Signals
Trade recommendations appear inline as you browse — not buried in a chat window. Ask Kobby a live market question and get an answer in context. Powered by OpenAI, Gemini and DeepSeek.
Paper Trading Environment
Full trade execution with real market prices but no real money. Test a strategy, track P&L, and validate it before committing capital. The environment mirrors live trading exactly.
15+ Exchange Integrations
Live data from Binance, Kraken, Coinbase, OANDA, Tradier and Polygon.io — price feeds, order book depth, historical charts across crypto and traditional markets.
FastAPI Data Pipeline
All API integrations, Redis caching and AI connections run through an async FastAPI backend. Keeps response times under 200ms even during peak load across multiple data sources.
Stripe Subscription Billing
Tiered plans with webhook-driven state sync. When a subscription changes, access permissions update immediately — no manual intervention, no lag.
Real-Time WebSocket Feeds
Live price updates, order book changes and trade feeds pushed directly to the frontend via WebSocket. Sub-second latency on data that matters.
