Hi, I'm Jacob. I build at the intersection of AI products and quant research — tools that turn fuzzy ideas into reproducible, auditable output.
AI Products
- Omphalos — AI-native workbench for product managers, where the graph is a first-class citizen.
TypeScript - DriftLog — macOS menu bar app for builders juggling multiple projects. Stamp-based task workflow, one-click commits. No account, no cloud, no noise.
Swift / JS
Quant Research
- QuantBench — local-first AI research workbench for quants. Natural-language strategy idea → reproducible, auditable backtest: factor code, reviewer checks, charts, research notes.
Python - Industry Survey Assistant — multi-agent investment research pipeline with human-in-the-loop planning, iterative web research, and fully cited reports.
Python
Blog — on AI products and agent development · 小红书 @meloer101




