Featured projectAI research tool · 2026
SignalMap AI
Turn public signals into decision-ready leads.
Find themes across scattered sources, connect evidence, and form research paths that can be verified.
AI products built for real problems.
Independent research, design, and shipping of useful AI tools.
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Threadline
An AI writing workspace that preserves the thread of an idea.
Helps creators organize research, develop arguments, and maintain consistency across long-form work.
AI writing · 2025
- 03
Local Lens
Understand private documents directly on your device.
Offline retrieval, summaries, and document connections for privacy-conscious knowledge workers.
Local AI · 2025
Not public yet - 04
Prompt Atlas
Track prompt experiments, model differences, and evaluation results.
Creates comparable experiment records for repeated tests instead of relying on scattered chat history.
Model evaluation · 2025
Not public yet
About
I focus on how information is understood, organized, and turned into action. The work starts with research and ends with a usable product.
- AI research tools
- Local-first software
- Information interfaces