Market data and research tools

Experiments in collecting, organizing, screening, and testing market information—including Smart Stock List and Swing Trading Uncapped.

Smart Stock List

An asynchronous data-ingestion foundation for collecting daily OHLCV history from Finnhub and storing it in Postgres. The purpose is not the data collection itself; it is creating a consistent substrate for screening and ranking work.

Swing Trading Uncapped

A separate quantitative research workspace using columnar data processing, numerical analysis, cloud tooling, and asynchronous data access. Its public description should remain intentionally high-level until the current methodology and disclosure boundary are reviewed.

The common lesson

Research tooling becomes valuable when it makes questions reproducible. A clean ingestion path, known data provenance, and explicit transformations are often more important than another layer of screening logic.

What is verified: the tools and data flows visible in the project dependencies and ingestion code. This page does not infer undocumented capabilities or strategy performance.

These projects are presented as software and research work, not investment advice.