Projects
AI-powered community systems, product experiments, and side projects.
AI system for driving participation inside communities
Natural-language search across people, content, and activity
Translating community activity into business signals
Intelligent 1:1 and group matching systems
Dashboards and signals for community health
Core product for introductions at scale
Matching for conferences and large events
AI-driven ops tools for community managers
CRM, email, and community platform integrations
AI-first engagement layer for enterprise communities
Product-led growth strategy powered by AI tooling
Systems to accelerate product and engineering teams
AI assistant concept for guided software walkthroughs
AI tool for structured content creation
Consensys Bootcamp final project: Ethereum smart contract to enable peer-to-peer freelancer payments, reducing platform fees by 5-10%
Guide for UMich students to save $19k+ by taking online courses for transfer credit - documented pathways for 12-14 credits