# TradeUSA — AI-native trading platform for US equities

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Ravikumar Shendre](https://cerebralvalley.ai/u/Ravirock2509)
- **GitHub:** https://github.com/ravishendre7/TradeUSA
- **Demo video:** https://youtu.be/WnUhjgXIDxU?is=vp1NiRK7g3lstO3X
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4715

Retail traders drown in noise: hundreds of tickers, dozens of conflicting indicators, and screeners that dump raw alerts with no ranking, no plan, and no accountability. "AI" trading tools are black boxes — a signal appears, you never see why. TradeUSA fixes this with an AI-native platform where every trade idea is discovered, reasoned through, risk-checked, and settled in the open.
An autonomous screener scans 600+ tickers per minute through 22 technical pattern detectors, stacks confluences into conviction scores, and filters ~97% of setups through a 5-layer quality gate (technical, fundamental, performance, macro, news). Survivors reach the AI Trade Director, powered by Meta's Muse models via the Meta Model API, which writes complete ATR-sized plans: entry, stop,three targets, sizing, rationale, and confidence. A four-agent desk (market scanner, plan generator, risk allocator, execution checker) collaborates over an MCP-style tool bus to research and paper-execute end to end, streaming every decision, confidence score, and audit trace live to the cockpit. Hard risk rails — max dollars, concentration, stop discipline, R:R floor — govern every plan, and the model cannot override them.

Four tiers (Trial $0 → Elite $159/mo) gate views, AI quotas, and options desks; every account gets an isolated $250k paper brokerage with auto-journaling, and every alert settles publicly end-of-day,wins and losses both. Live at https://tradeusaofficial.com, open source at https://github.com/ravishendre7/TradeUSA.

## More from Meta Global AI Developer Hackathon

- [https://dev.meta.ai/?team_id=1954565191920593&project_id=1611618747641366](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4712)
- [OvaScope](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4713)
- [Luvoia](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4714)
- [Nicola Harvey](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4716)
- [DB Creations LLC (Vibe Audit 2.0)](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4717)
- [TheNocturnalCoder](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4718)

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