Public build · AI quant research

Quantitative research,
in public.

We run an AI consensus engine over US equities and publish what it finds: trade case studies, risk-management decisions and transparent daily recaps. No hype. No guarantees. Educational content only.

TradingQuant AI is an educational research project. Nothing here is investment advice, a personalized recommendation, or an offer to buy or sell any financial instrument. Markets involve risk of loss.

TradingQuant AI — systematic research, transparent performance

What we publish

Four formats, one principle: show the reasoning and the outcome, not just the win.

01

Daily recap

Portfolio NAV, open risk and the decisions taken at the US close. Transparent numbers, no vanity metrics.

02

Trade case studies

Completed trades explained after the fact: thesis, entry, exit and what the engine got right or wrong.

03

Risk & HOLD decisions

Why not trading is often the edge. Patience, position sizing and capital preservation.

04

News analysis

Corporate events and market narratives parsed by the AI, with a clear separation between fact and interpretation.

How it works

A multi-agent pipeline evaluates, challenges and executes. We publish after the fact.

1. Evaluate

Five AI analysts score fundamentals, momentum, sentiment and risk. A judge agent synthesizes the consensus.

2. Execute

A deterministic risk layer sizes positions and places orders with the broker. No discretionary overrides.

3. Publish

We turn the decision into an educational thread: what we saw, what we did and what happened next.

Transparency first

We publish the process, not a promise.

No performance guarantees. Past results do not guarantee future results. Simulations and paper trading may not reflect real market conditions. Some content is AI-generated or AI-assisted and may contain errors. Always verify data with independent sources.

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