Writing on Tech, AI & Markets
I write about financial markets, tech, and AI on Substack. Here are my recent posts:
Building Agentic Retrieval for Financial Analysis
January 2026
From ~50% to 91% on FinanceBench. Exploring RAG pipeline optimization for SEC 10-K filing analysis using agentic approaches and hierarchical document structuring.
When to RAG, When to Go Agentic: UX Patterns for AI Response Modes
October 2025
Exploring UX patterns for different AI response modes - when to use RAG for speed vs going agentic for depth.
Why Alpha Lies in an Open Source Market Terminal
August 2025
Examining customizable dashboards and how proprietary data sources create competitive advantages in financial markets.
Why Your AI Search is Barely Scratching the Surface
August 2025
And why ChatGPT can’t give you a complete spreadsheet of competitors, employees, or even jobs.
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