FinLogic — Financial Data Engineering

FinLogic is a specialized platform that streamlines financial data pipelines. It follows a “Lightweight Ingest, Heavy Analysis” architecture, enabling teams to focus on modeling assets without maintaining fragile data infrastructure.

Key Features

• Decoupled Ingestion: Normalizes price streams from multiple sources, supporting offline processing of ‘Bronze Layer’ archives if live feeds fail.
• Embedded Analytics: Uses DuckDB for lightning-fast OLAP queries on local files with zero network overhead.
• Optimized Execution: Spill-to-disk support for datasets exceeding RAM and strict 30s timeouts to ensure fair resource allocation.
• Financial Engine: Optimized API endpoints for vectorized calculations (NPV, IRR, Volatility/VaR).
• Audit Trail: Preserves raw data (Bronze Layer) for full traceability.

Tech Stack

Built with Python, FastAPI, DuckDB, and Docker. Designed for performance and reliability in financial contexts.