Market Signal Dashboard
AI-powered synthesis of market signals for macro investors
Overview
A dashboard that aggregates financial news, earnings transcripts, and economic data, then uses LLMs to surface actionable signals for macro-oriented investors.
Problem
Macro investors spend hours reading news, transcripts, and reports to form views. The signal-to-noise ratio is extremely low.
Approach
Built a data pipeline that ingests 50+ sources daily. Used GPT-4 for summarization and signal extraction. Designed a clean feed-style interface with filters by theme, asset class, and sentiment.
Outcome
Personal tool that saves me 2+ hours per day of reading. Shared with 5 investor friends who use it weekly.
Learnings
LLM summarization is only as good as your prompts and source quality. Garbage in, garbage out still applies. Retrieval augmented generation was essential for accuracy.