Contact

Email is the fastest way to reach me. LinkedIn works too. I read everything; I respond to anything that's clearly thought through.

Worth reaching out about

• Building in AI × education: voice-first tutoring, multimodal AI in K-12, adaptive learning systems.
• Breaking into product management: especially if you're transitioning from sales, ops, or a non-traditional background.
• 0-to-1 startup operating roles: founding PM, Chief of Staff, and seed-stage operator playbooks.
• APMC (Aspiring Product Managers Club): partnerships, programming, mentorship, or running a chapter.
• Speaking, podcasts, and panels on AI in education, ed-tech go-to-market, or builder/operator paths.

Less useful for

• Cold sales pitches and generic templated outreach.
• Resume reviews from people I haven't spoken to (try APMC's program for that).
• Anything that begins with "quick favor."

What helps me reply faster

One concrete ask in the first three sentences. A link to your work, your team, or your project. If you're applying somewhere I'm hiring for, the role title in the subject line.