QuantTrade AI
Institutional-grade intelligence at retail price.
QuantTrade combines real-time market data, geopolitical risk monitoring, AI research, and strategy backtesting into a single cohesive workflow. Built end-to-end by a single engineer who found the existing retail tooling insufficient for serious research.
Most retail platforms give you charts and news. QuantTrade gives you the same decision-support infrastructure a professional desk would build internally — conflict tracking on a live globe, SEC filing analysis with retrieval-augmented generation, and a strategy backtester with Monte Carlo simulation — all accessible from a browser with no Bloomberg terminal required.
Close the information gap between institutional and retail traders
A proprietary trading desk at a major fund has access to real-time conflict tracking, satellite imagery, alternative data pipelines, and AI researchers who synthesize it all before market open. A retail investor has CNBC and a brokerage app.
QuantTrade AI is the answer to that gap. By aggregating 14 live data sources, building an AI research pipeline on top of them, and wrapping everything in a Bloomberg-inspired interface, we make institutional-grade decision support accessible to discretionary traders, systematic researchers, and independent analysts at a price point that doesn't require a fund budget.
Every feature on this platform was built because it solved a real research problem: the Global Monitor exists because geopolitical risk is systematically underpriced by retail investors. The backtester exists because paper trading without historical validation is guesswork. The AI Copilot exists because reading a 100-page 10-K before an earnings call takes hours that most traders don't have.
Yash Joshi
Yash built QuantTrade end-to-end — from data ingestion pipelines and FastAPI microservices to Three.js globe visualizations and LLM-powered research tools. The platform spans a Python backend with Celery workers, a Next.js 15 frontend with server-side rendering, and a vector database for RAG-based SEC filing analysis.
The motivation was simple: after years of working with retail trading platforms, it became clear that the tooling available to independent traders was fundamentally different from what institutional desks operate. QuantTrade is the attempt to close that gap without institutional pricing.
The platform is actively maintained and updated. Feature requests and feedback are welcomed at the contact below.
Research Workspace
Symbol pages with real-time prices, technical charts with 20+ indicators, and SEC filing-linked deep-dives powered by a RAG pipeline. The AI copilot generates dated investment theses with cited sources drawn from actual filings and earnings transcripts.
Global Monitor
Bloomberg-grade geopolitical intelligence with 3D globe and flat-map views. Toggle 12 intelligence layers — conflicts, sanctions, cyber threats, natural disasters, trade routes, pipelines, waterways, outages, and more. Powered by ACLED, GDELT, USGS, OpenSky, and AIS Stream.
Strategy Backtester
Rule-based strategy evaluation against historical OHLCV data. Outputs Sharpe ratio, max drawdown, win rate, Monte Carlo simulations, and annotated trade logs. Supports custom entry/exit signals and position sizing.
AI Copilot
Context-aware research assistant trained on filings, earnings, and geopolitical events. Generates structured investment memos with source citations. Queries are grounded in real data — not hallucinated generalities. Unlimited queries on Pro.
Ideas Lab
AI-generated trading setups scored by confidence (0–100%). Filter by sentiment (bullish/bearish/neutral), timeframe, and sector. Each idea lists primary catalysts and links directly to the research workspace for deeper analysis.
Markets Overview
Sector heatmaps across NYSE, NASDAQ, and AMEX. Top gainers and losers, major index tracking (SPX, NDX, DJI, RUT), earnings calendar, options flow, and commodity prices — all on fast auto-refresh cycles.
QuantTrade aggregates data from 14 independent sources across market data, geopolitical intelligence, macro economics, and transport tracking. All data is attributed to its source and displayed with appropriate caveats on the relevant platform page.
Risk Disclosure
Securities trading involves substantial risk of loss. QuantTrade AI provides software tools and market information — not personalized investment, tax, or legal advice. AI outputs can be wrong, delayed, or biased. Past backtest results do not predict future performance. You are solely responsible for all investment decisions.
All data displayed on this platform is sourced from third-party providers and is provided "as is" without warranty of accuracy or completeness. Market data may be delayed. Geopolitical intelligence data reflects publicly available sources and does not constitute classified or proprietary analysis. QuantTrade AI is not a registered investment adviser, broker-dealer, or financial institution.