Hi there! 👋 I'm Cole, designer-turned-entrepreneur at Harvard.
Previously, I built an AI startup: incubated as Top 2 @ MIT Momentum - eventually got acqui-hired.
Right now, I'm building user-owned AI × trustworthy visibility - compounding human capability to the new frontier:
- Hyperlink turns files into private, on-device working memory;
- Citable makes work legible to humans & agents — answerable, citable, correct.
👀 I care about AI privacy x provenance, decentralized human-agent interaction, and AI visibility. If this resonates — whether you're exploring, looking for collaboration, or need help — book a call 🚀.
Selected Works
Work Experience
Education
Blog
The personal agentic layer is coming. Here’s why it will redefine AI’s next frontier.
From the Humanitarian AI Podcast: how on-device intelligence and agentic protocols merge privacy with global connectivity—shaping the next wave of AI infrastructure.
I tested local models on 100+ real RAG tasks. Here are the best 1B model picks
100+ real RAG tasks benchmark: best-performing 1B models for on-device use, trade-offs, and recommendations.
Connect
Feel free to contact me at lypcole@gmail.com