Managing assets across multiple brokerage accounts is fragmented and inefficient. TradeX solves this by unifying portfolios into a single real-time dashboard. It leverages Generative AI to provide personalized fund recommendations and analyzes live market news to offer context-aware stock insights.
Personal Project
Integrating disparate broker APIs (Zerodha, AngelOne, Upstox) required complex data normalization. Furthermore, maintaining low-latency UI updates via WebSockets while simultaneously processing AI-driven text analysis for specific stocks created significant performance overhead.
Real-time
WebSocket Sync
3+
Unified Integration
GenAI
Contextual Insights
Architected a unified adapter pattern to normalize multi-broker data streams. Implemented WebSockets for sub-second price updates and integrated Google Gemini to asynchronously fetch and summarize stock-specific news, ensuring the UI remains responsive.
