Show HN: Zero-shot foundation model for instant market trend prediction

[sumtyme]

We've built a financial time series foundation model that provides zero-shot directional trend insights across markets and timeframes. Unlike traditional models that need extensive market-specific training (often requiring weeks of data preparation and training), our pre-trained base model generates predictions immediately without requiring any market-specific training.

Key features:

Single base model pre-trained to recognise generalised directional patterns across different market conditions and timeframes

Universal coverage & flexibility: Analyse any interval (tick to monthly) across bonds, commodities, crypto, equities, indices, forex, and futures markets

Adaptive analysis: Dynamically adjusts to changing market conditions and regimes with no re-training requirement

Optional enhancement: Further improve performance through fine-tuning with proprietary data or multiple time horizons.

We'd love feedback from the HN community. Especially interested in hearing from those working with financial data or time series analysis.

Reach out to us for free API credits for testing: [e-mail]

[djyaz1200]

I tried to email you and got 550 5.1.1 The email account that you tried to reach does not exist.

Put $10,000 in an account, put your tool to the test, and post the results in real-time.

[sumtyme]

Hi, not sure what happened with our email but should be working now.

The purpose of the model is to be used as a foundation to quickly build strategies through fine-tuning or as an additional feature to an existing model rather than be a standalone strategy itself.